GRC Explained: Governance, Risk, and Compliance for CISOs and Security Leaders

Governance, risk management, and compliance are three distinct disciplines that intersect to help organizations manage threats, meet legal and compliance requirements, and maintain the safeguards necessary to achieve their business goals.

This article provides CISOs and security leaders with a broader view of enterprise GRC, offering context for engagement with other C-level executives who share responsibility for this discipline. It also provides CISOs with a more detailed view of GRC in cybersecurity, ensuring both the organization and the security team are protected against cyberattacks.

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What Is Governance, Risk, and Compliance (GRC)?

Governance, risk, and compliance (GRC) is an integrated framework that intersects and coordinates the three distinct disciplines into a cohesive strategy. The goal is to ensure an organization can operate as securely as possible while pursuing its goals amid the specific risks it faces.

In a cybersecurity context, GRC places a strong focus on threats involving human risk, such as phishing and other social engineering attacks.

However, GRC extends beyond cybersecurity to the broader organizational context. It is increasingly common, for instance, for organizations to develop governance and compliance frameworks around ESG (Environmental, Social, and Governance), affirming their commitment to social and environmental causes.

In ESG, the risks the organization is protected against include consumer backlash over environmental or social missteps, as well as regulatory and compliance consequences.

The GRC concept, as it is known today, was formalized circa 2003 by OCEG, originally the Open Compliance and Ethics Group, now operating under the OCEG name alone, a research and standards organization focused on integrated governance, risk, and compliance practices.

The GRC capability model, also developed by OCEG, serves as a framework that integrates governance, risk, audit, ethics, IT, and compliance, and is foundational to modern GRC practices and software solutions. Internal auditing is a critical component of the GRC capability model, playing a key role in assessing existing processes, ensuring compliance, and supporting effective risk management.

GRC is not only about protecting the organization but also about protecting the CISO and their security team. In the event of a cyber breach, the team can rely on their internal controls to demonstrate to regulators, the board, or other interested parties that all reasonable measures were taken to prevent the incident.

GRC frameworks also help ensure that all activities are aligned with the organization's strategic objectives, supporting both compliance and long-term success.

What Is Governance?

Governance concerns the structure of accountability, specifically who is responsible for major decisions and who is held accountable if an adverse event affects the organization. In cybersecurity GRC, the CISO is typically the primary decision-maker and the individual held accountable when issues arise. The chief financial officer (CFO) also plays a critical role, providing financial oversight, managing risk, ensuring compliance, and coordinating GRC initiatives across the organization.

In practice, governance determines who establishes the team's policies, roles, and responsibilities. That individual is also typically the direct link between the team and the broader organization, ensuring not only a successful GRC strategy but also an alignment with overall business objectives.

Additionally, governance requires that the organizational hierarchy be fully documented and presentable to the board and other interested parties.

Governance also directly impacts the human dimension of the program. An effective and well-documented governance environment empowers employees by providing clarity about the organizational hierarchy and the availability of support when needed.

What Is Risk Management?

Risk management is the process of identifying and addressing risks that could harm the organization, whether the damage is financial, reputational, or otherwise. In IT governance, risk, and compliance, this involves implementing a comprehensive enterprise risk management program.

Risk management is a well-structured system for identifying, assessing, and controlling the organizational risks tied to the digital environment. Ongoing risk mapping involves identifying potential risks across operational, financial, and cybersecurity domains.

The CISO and the security team are well-positioned to manage such risks. Risk managers also serve as key participants in the risk management program by aligning security policies, managing operational risks, and ensuring regulatory compliance across the organization.

Risk management processes are guided by established risk management frameworks to identify, assess, and develop risk mitigation strategies proactively:

• Identify: Understand the landscape of cyber threats, from well-known threats like ransomware to newer variants such as AI-enabled phishing. This also includes any regulatory or legal ramifications of a cyber breach
• Analyze: Investigate each threat to determine the organization's level of exposure
• Prioritize: Allocate resources to ensure the organization is well-protected against the most prevalent threats
• Prevent: Develop a comprehensive prevention plan that addresses threats
• Respond: Establish a response plan in advance, ensuring full clarity of actions to be taken in the event of an incident

In IT security governance, risk, and compliance, threats fall into two categories: technical and human.

On the technical side, the process is relatively direct. The cybersecurity team identifies a vulnerability and applies the appropriate remediation. The team may also deploy a preventive solution, such as EDR protection software, across the entire workforce.

A robust risk management program should assess system performance and effectiveness, identify operational and technological failures, and monitor infrastructure risks and potential failures of networks and computing resources. Effective enterprise risk management involves applying resources to minimize, monitor, and control the impact of negative events while maximizing the impact of positive ones.

The human vulnerability dimension is more complex. Numerous tactics cybercriminals deploy, such as spear phishing, directly target human vulnerabilities that bypass technical controls entirely.

This makes managing human risk, typically through security awareness training, an essential component of the overall program.

This discipline also encompasses the concept of risk appetite, which defines the level of risk an organization is willing to accept. A risk management strategy is essential for designing internal controls, achieving business objectives, and supporting organizational resilience.

This concept can be illustrated with an example from a real case: a $25 million scam suffered by an engineering firm. No organization would accept losses of that magnitude, but a $25,000 scam may not reach the initial verification threshold that a multimillion-dollar incident would trigger.

Additionally, companies must also understand and acknowledge the following concepts of risk:

• Inherent risk: the level of risk that exists before any controls are applied
• Residual risk: the level of risk that remains after security controls have been implemented
• Accepted risk: a risk that an organization consciously decides to tolerate

No control eliminates risk entirely; it reduces likelihood or impact, but a gap always persists. In GRC, residual risk must be formally accepted by a risk owner, documented, and continuously monitored to ensure it stays within the organization's defined risk appetite.

What Is Compliance?

Compliance is the process of ensuring all regulatory obligations are met. The baseline for compliance is external, defined by frameworks or rules set by external authorities such as legislation, industry standards, and contractual requirements. Examples include the GDPR and HIPAA.

Compliance processes are integral to governance, risk management, and compliance frameworks, helping organizations achieve regulatory adherence as part of a broader governance strategy. Compliance involves adhering to rules, policies, standards, and laws determined by industries and government agencies; non-compliance can result in significant fines, penalties, and lawsuits.

As organizations mature, many develop internal compliance rules that draw on external frameworks but are tailored to their specific industry or unique operational context.

A comprehensive compliance strategy is essential, as it supports regulatory adherence, risk mitigation, and alignment of organizational goals with legal requirements. These internal rules are often designed to meet compliance objectives, aligning with both regulatory requirements and the organization's business needs.

Governance, Risk, Compliance, and Principled Performance

The intersection of these three disciplines is significant, as it is through their integration that an organization can achieve comprehensive protection. Each discipline addresses a fundamental question:

• Governance: Who is responsible for each part of the process, and who is directly accountable for it?
• Risk Management: What challenges does an organization face, and how can they be addressed as effectively as possible?
• Compliance: What rules must an organization follow, both internal and external?

Promoting a culture of compliance involves valuing ethical decision-making and proactive risk awareness. Ethics groups within organizations or industries play a key role in fostering compliance, integrity, and responsible business conduct within the framework of governance, compliance, and risk management.

That intersection also enables organizations to pursue principled performance, a concept developed by OCEG that extends beyond GRC to help them achieve their business goals with integrity while minimizing uncertainty. Principled performance involves three pillars:

• Principled Purpose: Define a higher purpose for the organization, guiding all of its actions
• Principled People: Identify individuals of strong character and ensure their efforts are focused on achieving the principled purpose
• Principled Pathway: Keep the organization on track, guided by purpose and people, while applying all elements of GRC

Ethical behavior is a core outcome of effective GRC, building trust and supporting long-term sustainability.

The intersection of governance, risk, and compliance distinguishes organizations that meet minimum requirements from those that pursue their goals with integrity.

Governance, Risk, Compliance in the Three Lines Model

The Three Lines Model is a governance and risk management framework developed and updated by The Institute of Internal Auditors. The 2020 update repositioned the previous framework, "The Three Lines of Defense," to indicate that governance, risk, and compliance (GRC) extends beyond a defensive strategy and can effectively deliver value for organizations that apply it.

Each of the three lines represents a group of stakeholders that can contribute value to the organization through GRC operations, regardless of their level of specialization.

The First Line: Operations

The first line comprises management and operations personnel responsible for owning and operating the organization on a daily basis. As the primary handlers of systems that generate risk, they represent the first source of value contribution within the model. Their close connection to these systems positions them simultaneously as a potential vulnerability and a source of significant operational insight.

The Second Line: Risk and Compliance Specialists

The second line provides the expertise required to support first-line operators. While second line personnel do not necessarily own the risk, they are responsible for designing frameworks, monitoring controls, and reporting on their effectiveness. This is the domain in which CISOs, security teams, and GRC teams typically operate, as the Three Lines Model identifies information and technology security as a core second line focus.

A key distinction of the Three Lines Model is the deep interconnection between the first two lines, with teams sharing responsibilities across both disciplines.

The Third Line: Internal Audit

The third line operates independently from management. Its objective is to provide assurance to the governing body that governance and risk management are functioning as intended. To maintain this independence, it reports directly to the board rather than to executive leadership alone.

The value of the Three Lines Model lies in this independence, as it enables a credible assessment that the first and second lines cannot provide given their proximity to operations.

The Overarching Line: Governing Body

The governing body sits above all three lines. Its role is to establish risk appetite, delegate authority to management, and rely on internal audit as a direct source of assurance within the process. As the leading authority, it is accountable for the full scope of organizational strategy, risk, compliance, and ethics.

The Six Core Principles of the Three Lines Model

The Three Lines Model is grounded in six core principles that provide security teams with a governance framework for clarifying accountability and justifying structures across the organization:

• Governance: Requires accountability, action, and assurance to function in concert
• Governing body roles: Establishes direction, determines risk appetite, and oversees internal audit
• First and second line roles: The first line owns the risk while the second line specializes in managing it
• Third line roles: Provides independent assurance and advisory services
• Third line independence: Establishes that internal audit must be free from bias and interference
• Creating and protecting value: Mandates that all lines align with stakeholder interests through communication, cooperation, and collaboration

Executives Closely Involved in Governance, Risk Management, and Compliance

GRC does not belong to a single executive. It is a shared responsibility distributed across the C-suite, with each leader owning a distinct portion of the function.

Cooperation among the four main entities listed below is essential to ensuring an effective program. Other executives, such as the CEO, the CLO, and others, may be included in supporting roles or kept informed of overall program performance.

Successful GRC integration requires securing executive buy-in and fostering collaboration among key teams, including IT, legal, compliance, and risk management.

Chief Information Security Officer (CISO)

The CISO is the technical backbone of GRC, with a focus on information security risk, including risk identification, control definition, and ensuring that security frameworks (ISO 27001, NIST CSF, SOC 2) are implemented and maintained.

In practice, the CISO translates regulatory requirements into security architecture decisions and leads the response when controls fail. The CISO serves as the primary voice in board-level discussions about cyber risk exposure and is the executive most directly responsible for the security portions of compliance audits.

As such, the CISO must possess not only technical knowledge but also the ability to translate that information for other executives who may not have the same background.

Chief Financial Officer (CFO)

The CFO's GRC involvement is often underestimated. The CFO owns the risk-quantification conversation, especially in translating cyber and operational risks into financial terms that the board can act on.

The CFO oversees financial compliance obligations (SOX, financial reporting standards) and controls the budget that determines the level of GRC investment the organization can sustain. In regulated industries, CFOs work directly with auditors and external regulators.

Additionally, CFOs may face personal legal liability in many jurisdictions, which motivates them to be active GRC stakeholders.

Chief Risk Officer (CRO)

The CRO holds the enterprise-wide risk view. Where the CISO focuses on information risk and the CFO on financial risk, the CRO aggregates across all risk domains, including operational, strategic, reputational, cyber, and third-party, into a unified risk register and appetite framework.

The CRO is also responsible for ensuring that the organization understands its total risk exposure and that risk tolerances are formally defined and approved at the board level.

In mature organizations, the CISO reports to or closely coordinates with the CRO to ensure that cyber risk is properly integrated into enterprise risk models. The CRO also leads strategic business continuity and resilience planning.

Chief Compliance Officer (CCO)

The Chief Compliance Officer (CCO) owns the regulatory and policy compliance program. The CCO's mandate is to ensure the organization meets its legal, regulatory, and contractual obligations. That includes GDPR, HIPAA, PCI-DSS, and any other industry-specific mandates, while ensuring that internal policies align with these requirements.

The CCO manages audit relationships, tracks regulatory changes, and oversees compliance training programs. In security contexts, the CCO and CISO work closely together: the CCO defines the compliance requirements, while the CISO determines which technical controls satisfy those requirements and how.

Why Are Governance, Risk Management, and Compliance Important in 2026?

Organizations have long recognized the value of maintaining a structured, well-documented framework for managing risk across the entire organization. However, in 2026, the need for Governance, Risk Management, and Compliance is even stronger.

According to the World Economic Forum's Global Cybersecurity Outlook 2025, 72% of survey respondents reported a rise in cyber risks, with cybercrime growing in both frequency and sophistication. That makes a structured approach to the risk management strategy essential for organizations to systematically identify, assess, and mitigate cyber risks while aligning with security and compliance objectives.

The underlying rationale is straightforward: understanding risk, establishing who is responsible for it, and how it will be handled is essential for organizational survival. As entities grow larger, their complexity demands structured compliance and governance frameworks to enable effective resource allocation.

Additionally, regulatory complexity also increases. GRC solutions help organizations manage regulatory compliance requirements by providing tools to monitor, enforce, and align processes with legal and industry standards as they evolve.

In 2026, and within the cybersecurity domain, the need for structure is more critical than ever, for four primary reasons:

• Rising costs of non-compliance
• Increasing regulatory complexity
• Industry-specific risk exposure
• The continuously expanding cyber threat surface

To address these challenges, organizations should pursue a robust GRC strategy by following established best practices, securing organizational buy-in, and leveraging technology to ensure effective implementation and continuous improvement.

The Costs of Non-GRC Risk Compliance

The FBI IC3 2025 Annual Report reported that cybercrime-related losses reached $20.9 billion, a 26% increase from the previous year. The report also highlights that the FBI received more than 1 million complaints for the first time in a single year. For companies, the average cost of a data breach is $4.44 million, according to the IBM Cost of a Data Breach Report 2025.

According to the DLA Piper GDPR Fines and Data Breach Survey: January 2026 report, European authorities issued fines totaling approximately $1.42 billion in 2025. The report also reinforces the observation that GDPR fines are not isolated incidents but recurring penalties for non-compliant organizations.

The additional costs resulting from non-GRC compliance following a breach include system downtime, which may lead to substantial financial losses from missed opportunities. Most significantly, it can erode consumer trust, as individuals are increasingly vigilant about how organizations handle their data. Without effective governance, compliance, and risk management, financial risks such as regulatory fines, fraud, and other monetary losses are substantially heightened.

However, the most consequential aspect of non-GRC compliance, particularly in cybersecurity, is its compounding, cyclical effect. Without effective governance and risk management:

1. Security teams cannot manage threats efficiently in an AI-driven environment where attacks move with increasing speed
2. Inefficiency lengthens detection and response times
3. Cybercriminals exploit the vulnerability and trigger an incident
4. The incident invites regulatory scrutiny
5. Audits expose additional deficiencies
6. Customers learn of the incident, fines, and audits, which results in eroding trust

Additionally, according to the Navex Risk and Compliance Report 2025, 28% of respondents reported that their organizations faced privacy and cybersecurity breach compliance issues in the past three years, the highest-ranked category.

The Rise of Regulatory Complexity

The figures above reflect a fundamental shift in the regulatory landscape, particularly regarding cybersecurity. Cybercrime predates modern regulatory frameworks, and regulators have historically required time to respond to emerging threats. That period of adjustment is now ending, with regulators establishing more concrete requirements.

However, organizations now face multiple regulatory requirements simultaneously, particularly those operating internationally, as numerous nations and regions maintain their own specific regulatory frameworks, such as the GDPR in Europe.

A significant driver of this complexity is the volume of industry and government regulations, which creates fragmentation and makes it difficult to determine what each framework requires. National governments, industries, and regulatory bodies are each developing their own guidance, without a clear consensus on how these frameworks interact.

Additionally, the nature of modern business relationships compounds regulatory complexity. As supply chains evolve and become more intricate, regulations must follow. Third-party regulations add another layer of complexity, as an organization may face regulatory obligations simply because of the nature of its relationships with other entities.

Furthermore, regulatory timelines are becoming increasingly demanding, with notification windows shortening and regulators expecting ever-greater speed in disclosures.

Josephine Wolff, Professor at The Fletcher School, argues in the paper Harmonizing U.S. Cybersecurity Regulations: Opportunities and Challenges that cybersecurity operates under a fragmented patchwork of regulations that are, in some cases, duplicative, overlapping, directly contradictory, or subtly inconsistent in their language. That makes it difficult for regulated entities to determine how to comply with all of them simultaneously.

Governance, Risk Management, and Compliance Across Different Industries

Governance, risk management, and compliance vary not only by discipline, such as cybersecurity, but also by the industry in which an organization operates.

Governance, Risk and Compliance in Financial Services

Financial services operate under greater regulatory pressure than almost any other sector, with the possible exception of government and defense.

Beyond the well-established obligations of Basel III/IV, SOX, PCI-DSS, and SEC cybersecurity disclosure rules, DORA introduces requirements the industry had not fully confronted before:

• Enforceable, time-bound incident reporting (initial notification within four hours)
• Mandatory threat-led penetration testing
• Hard contractual requirements flowing down to critical third-party providers

The third requirement is where most institutions continue to struggle. The concentration of dependence on a small number of cloud and fintech providers creates systemic exposure that individual compliance programs are not equipped to address on their own.

Frameworks such as NIST CSF, ISO 27001, COBIT, and SWIFT CSP provide solid structural foundations, but the primary GRC challenge in financial services is the rationalization of controls across overlapping jurisdictions.

Most large institutions are simultaneously managing requirements from multiple regulators, and without a unified control library, security teams conduct redundant work that still leaves compliance gaps.

Governance, Risk and Compliance in Healthcare

Healthcare GRC is defined by a tension that is absent in most other sectors. Security controls that are standard practice elsewhere, such as strict MFA enforcement, can pose genuine patient safety risks when applied in clinical environments. This is not a basis for deprioritizing security; it is a constraint that demands more sophisticated risk decisions, not fewer.

HIPAA, HITECH, GDPR Article 9, LGPD, and FDA medical device guidance all impose meaningful obligations, but the greater challenge lies in execution. Legacy medical devices running unsupported operating systems on clinical networks represent a structural vulnerability that procurement cycles, not security teams, must ultimately resolve.

HITRUST CSF remains the most healthcare-specific framework available, and organizations that treat it as a genuine risk management tool rather than a compliance checkbox tend to develop more defensible programs.

Governance, Risk and Compliance in Technology and SaaS

For SaaS companies, SOC 2 Type II has become a de facto market requirement, as enterprise procurement teams will not engage without it. The primary GRC pressure in this sector, however, is velocity.

Security controls must be embedded within CI/CD pipelines; infrastructure is ephemeral; and audit evidence that was sufficient six months prior may no longer reflect the current architecture. Compliance programs built on point-in-time assessments cannot keep pace.

A more effective approach is treating compliance as an engineering problem. Automated evidence collection, policy-as-code, and continuous control monitoring establish audit readiness as a permanent state rather than a periodic exercise.

Organizations pursuing FedRAMP authorization typically find that the documentation and control inheritance requirements impose a level of architectural discipline that most commercial programs have not yet developed.

Governance, Risk and Compliance in Manufacturing and Critical Infrastructure

The defining challenge in this sector is IT/OT convergence, and it remains unresolved. Operational technology environments were engineered for availability and safety, not confidentiality or integrity in the cybersecurity sense.

Patching a PLC on a production line requires downtime, which translates to revenue loss and, in some cases, safety risk. This represents a fundamentally different risk calculus than patching a web server.

IEC 62443 is the most operationally relevant framework for industrial environments, and organizations that pair it with NIST CSF achieve reasonable coverage across both IT and OT domains. NIS2 is driving EU critical infrastructure operators toward board-level accountability for cyber risk, which represents a meaningful shift in a sector where security has historically been treated as an engineering afterthought.

Governance, Risk and Compliance in Government and Defense

CMMC 2.0 is reshaping the defense industrial base in ways many contractors were not prepared for. Small and mid-sized suppliers, often the most exposed in the supply chain, are being required to demonstrate Level 2 compliance with NIST SP 800-171 without the internal resources to do so credibly.

The result is a rapidly expanding market for third-party assessment organizations, one that is growing faster than the quality controls surrounding it.

Beyond CMMC, the ATO process remains one of the most significant structural inefficiencies in public sector security. Systems requiring security improvements often wait months for authorization cycles to complete, a bureaucratic timeline that adversaries do not share.

The Benefits of Governance, Risk Management, and Compliance

Governance, compliance, and risk management offer substantial benefits that extend beyond serving as a passive defensive measure. A well-implemented GRC framework helps organizations reliably achieve objectives and mitigate risks by identifying, assessing, and reducing potential threats. The benefits are not limited to the operational dimension; they can also serve as a meaningful business differentiator.

Organizations that adopt a cohesive GRC framework can expect to reduce risk exposure associated with regulatory gaps, unmanaged third-party risks, and weak access controls, ultimately protecting against potential fines and reputational damage.

Siloed compliance work is a significant challenge for most organizations, as different business units often conduct independent assessments. This wastes resources and produces duplicative or conflicting outputs.

Governance Risk Management Compliance Drives Business Objectives

Organizations, public or private, are reluctant to engage with partners that may expose them to financial loss or regulatory friction, ultimately resulting in a decline in consumer trust. A structured and effective GRC compliance program, therefore, becomes a genuine business differentiator.

For sales teams, compliance certification substantially accelerates sales cycles, as a clear affirmative response to compliance inquiries removes a significant obstacle for any organization evaluating a potential business relationship. Third-party risk is a real concern, and organizations that can demonstrate proactive management of that risk are more credible partners.

This dynamic becomes even more pronounced as transaction value increases. In enterprise deals and investment contexts, due diligence is critical, and both scenarios require evidence of strong governance and compliance.

Furthermore, an organization with a mature GRC program can adapt more rapidly to new industry and government regulations, a valuable capability in an environment where regulations change frequently in response to evolving practices and cybercrime tactics.

A mature GRC program also enables organizations to reduce and continuously manage overall risk exposure through real-time identification and mitigation. That adaptability is particularly valuable for organizations seeking to enter new markets.

In the cybersecurity domain specifically, a strong GRC program can also reduce cyberinsurance costs. Insurance providers offer more favorable coverage and premiums to organizations that can effectively demonstrate a defined level of cyber maturity.

The benefits of governance, risk management, and compliance ultimately extend to the end consumer, as individuals are more attentive than ever to how organizations manage their data.

Reduced Costs and Effort

Organizations with more mature governance, risk, and compliance programs reduce operational overhead through the efficiency gains they produce.

For instance, an organization may deploy a unified control framework that simultaneously satisfies multiple regulatory requirements. Automated evidence collection also substantially reduces the manual preparation effort typically associated with audit cycles.

Additionally, in the cybersecurity domain, there is a direct cost reduction associated with fewer and less impactful data breaches and other cybersecurity incidents.

Faster, Data-Driven Decision-Making

Operationally, one of the most significant benefits of governance, risk, and compliance is faster, data-driven decision-making based on accurate, comprehensive information about the organization's risk exposure.

A central function of GRC is risk management strategy, both in quantifying and monitoring risk, which enables accurate, systematic identification, interpretation, and communication of risk. With structured GRC processes, leadership gains access to reliable risk and compliance data, enabling informed decisions that protect the business and support growth.

Implementing a GRC strategy can improve decision-making by providing leadership with real-time visibility into risks and compliance requirements, enabling data-driven decisions rather than reactive ones.

Improved Board-Level Visibility and Reporting

Boards and executives are significantly affected by a strong governance, risk, and compliance program, as they face increasing accountability for incidents, particularly in the cybersecurity domain. SEC disclosure rules, shareholder litigation, and customer litigation are concerns that demand executive attention.

GRC programs that provide structured risk reporting supply executives with the information necessary to fulfill their governance obligations, including investment rationale and documented evidence of a systematic approach to risk.

Employee Accountability and Culture

When governance, risk, and compliance become core cultural elements, natural benefits emerge across the organization. Embedding risk awareness into daily business operations is essential for fostering a risk-conscious culture, ensuring that employees proactively identify and manage risks as part of their routine activities.

This reduces friction associated with audits, compliance reviews, and other regulatory demands, processes that employees often perceive as administrative obligations rather than substantive activities

This is the objective highlighted by principled performance: building an organizational culture that drives success through integrity, with GRC as a core component of that direction.

GRC in Cybersecurity

A more specific dimension of governance and compliance is directly tied to cybersecurity and the ever-expanding cyber threat surface. Governance, compliance, and risk management frameworks play a critical role in helping organizations identify, assess, and mitigate security risks that could compromise their security posture and regulatory compliance.

Technical teams and engineering leads support compliance by building secure infrastructure, implementing automated controls, and ensuring adherence to compliance standards through robust tools and processes. The principal challenge is that the threat surface is not only growing, but simultaneously fragmenting and converging.

Fragmentation results from practices such as remote work, cloud adoption, AI integration, and supply chain complexity. Compounding the issue is that every segment of a fragmented digital perimeter actively communicates with the others, creating a convergence point in which a single vulnerability can compromise an entire system.

Cloud infrastructure, for instance, effectively eliminates traditional network boundaries, and a single vulnerability can enable access to the entire organization. Businesses that operate entirely in the cloud are particularly exposed, as a cyberattack can effectively halt operations until the incident is resolved.

AI also introduces multiple risk vectors, both by enabling cybercriminals to operate more rapidly and by serving as a vector for breaches and shadow practices. The Flashpoint Global Threat Intelligence Report 2026 indicates that AI-related illicit chatter on cybercriminal forums increased by approximately 1,500% in a single month (November–December 2025), rising from roughly 362,000 to more than 6 million mentions.

Human Risk in Cybersecurity Compliance Risk and Governance

Human risk is increasing for multiple reasons, including the natural evolution of cybercriminal tactics and the widespread adoption of remote work practices involving personnel who may never have met in person. According to the Verizon 2025 Data Breach Investigations Report, 60% of breaches involved a human element.

While a significant portion of GRC in cybersecurity involves technical controls, an employee clicking a phishing email or falling for a deepfake of an executive bypasses all controls and still exposes the organization to substantial financial and regulatory consequences. In general, human risk in IT governance, risk, and compliance includes:

• Human-targeted cyberattacks, such as phishing
• Insider threats
• Negligent behavior, such as shadow IT and poor password hygiene
• Process failures, whether accidental or intentional
• Privilege abuse
• Third-party human risk

Human risk in compliance risk and governance can follow an Identify, Analyze, Prioritize, Prevent, Respond framework, via a security awareness training program that supports every phase of that cycle:

• Identify: The program can run phishing simulations and track human risk scores based on OSINT data points to produce a meaningful representation of the risk each employee presents
• Analyze: Security teams can evaluate that data at both the individual and organizational level to understand not only individual employee behavior but also the overall risk the organization faces
• Prioritize: Training is differentiated by role, with executives requiring more comprehensive training than entry-level personnel. Employees with poor simulation performance can also receive immediate training following a simulation failure to reinforce learning
• Prevent: Simulations and content libraries educate employees on the awareness, recognition, and prevention cycle, protecting them from emerging threats
• Respond: In combination with a phishing report button, security teams can respond to user-reported phishing, improving overall organizational security

Additionally, numerous regulatory frameworks, including ISO 27001, NIST, and SOC 2, require or recommend security awareness training.

The Security Leader's Goal in IT Governance, Risk, and Compliance

The Chief Information Security Officer (CISO) is responsible for cybersecurity strategy, risk management, and compliance oversight within the organization.

The CISO or security leader has two primary responsibilities in governance, risk, and compliance: serving as a translator for the board, executives, and other stakeholders; and acting as the program's primary owner, responsible for creating, securing, and allocating resources. Senior management engagement is essential to support GRC initiatives, ensuring:

• Organizational goals are established
• Buy-in is secured
• Oversight is provided to ensure the effective integration of risk and compliance measures into strategic planning and operations

GRC frameworks help CISOs translate the more technical aspects of cybersecurity into business impact, using metrics that are accessible even to non-technical stakeholders. This is critical for budget purposes, as a well-structured program is significantly more effective at securing resources.

Framing cybersecurity risk in terms of financial losses and regulatory consequences is more effective for executive audiences than articulating it in technical terms.

The CISO is not expected to manage cybersecurity risk across the entire organization independently; their role is to create a system that systematically distributes accountability, positioning each employee to contribute effectively to the program.

Third-Party, Vendor Risk, and GRC in Cybersecurity

Every vendor, partner, SaaS tool, and open-source library now represents a potential entry point for cybercriminals. The challenge for security teams is to manage threats that extend beyond their own perimeter.

According to the SecurityScorecard 2026 Supply Chain Cybersecurity Trends Report, 78% of organizations acknowledge that their internal cybersecurity programs cover less than 50% of their total vendor ecosystem.

This figure underscores one of the most significant stress tests a GRC program faces: the controls developed for internal threats must also extend to external ones. Security teams can effectively manage third-party risk by:

• Identifying vendors that carry the most risk: for instance, paying closer attention to a cloud provider that is critical to operations or that processes consumer data
• Conducting due diligence: where possible, reviewing certifications and recent audits before entering a vendor relationship, and conducting penetration tests when feasible
• Establishing contractual requirements: ensuring vendor contracts include minimum security requirements, breach notification obligations, and subcontractor requirements
• Monitoring continuously: maintaining an appropriate monitoring cadence for each vendor, as relationships and access levels evolve over time. A vendor may, for example, receive expanded access as a result of a new agreement
• Offboarding carefully: ensuring all access is revoked, and all shared data is destroyed upon termination of a vendor relationship

Continuous Monitoring of Cyberthreats

Cyberthreats evolve continuously, requiring security teams to monitor for new risks on an ongoing basis. Continuous monitoring is essential for maintaining ongoing compliance, real-time risk visibility, and ensuring that governance, compliance, and risk management frameworks remain effective against emerging threats.

This begins with internal monitoring, establishing a system to log priority information sources, such as endpoint, network, identity, cloud infrastructure, and application logs. Internal assets should also be monitored as a countermeasure against shadow IT practices, alongside known third-party resources. Monitoring capabilities include:

• Security information and event management: Ingests logs and other data from the environment, applying detection rules and behavioral analytics to identify anomalous activity
• Endpoint detection and response: Provides visibility into each endpoint, directly on individual systems
• Network detection and response: Analyzes network traffic to detect lateral movement and other anomalies that may indicate a breach or an active attack
• User and entity behavior analytics: Establishes behavior baselines for users and systems, flagging anomalous activity
• Threat intelligence integration: Supplies external information to internal teams and systems, such as emerging attack patterns
• Automated vulnerability monitoring: Scans the digital perimeter environment to detect exploitable vulnerabilities in systems. This should be conducted continuously, though it does not replace more thorough penetration testing
• Credential leak monitoring: Monitors the deep web and dark web for organizational information present in data dumps, triggering an immediate response
• Human risk assessment: Analyzes employee behavior through OSINT signals to identify elevated employee risk

Incident Response Governance and Compliance

The incident response plan is a critical component of GRC in cybersecurity, providing teams with an actionable framework for responding to incidents. The objective is to provide clear direction to employees, minimizing decision-making during a period when speed is essential. The most common elements of an incident response plan include:

• Defining the incident response team explicitly: identifying the incident commander, the analysts responsible for investigation and containment, regulatory notification leads, communications contacts for stakeholders, IT operations personnel, and the executives to be notified
• Applying the six response phases: following the standard NIST framework of preparation, detection, and analysis, containment, eradication, recovery, and post-incident review
• Creating playbooks for specific threats: developing detailed response procedures for each major threat category, covering ransomware, data breach, phishing, business email compromise, insider threat, third-party incidents, and DDoS attacks
• Developing a clear communication plan: covering primary and out-of-band channels, and defining who must be informed, of what, and when, across internal teams, executives, regulators, customers, and media and public relations functions
• Mapping all legal and regulatory obligations: tracking each regulatory framework from the outset, according to its own notification cadence, ensures no deadline is missed
• Collecting evidence: defining the chain of custody for all evidence, including procedures for log preservation and accurate evidence collection

In addition to developing the response plan, organizations should regularly test it through tabletop exercises, simulations, and red team exercises to validate the plan against scenarios as realistic as possible.

Cyber Risk Quantification

In addition to identifying risk, quantifying it is essential for effective IT security governance, risk, and compliance. Not all risks represent the same potential impact for an organization, and not all warrant the same level of resource allocation.

The Factor Analysis of Information Risk model, developed by the FAIR Institute, is one of the most widely adopted methodologies for quantifying cyber risk. The model operates by defining a specific scenario, including the attacker, the targeted asset, and the loss type, and combining this information into two distinct calculations.

The first is loss event frequency, derived from combining the likelihood that an attack is attempted with the probability that it succeeds given current controls. The second is loss magnitude, which quantifies the total financial impact by combining direct and indirect costs. The output is typically a probability distribution of outcomes, hypothetically, $2 to $5 million in annualized losses.

The principal strength of the FAIR model is that it produces realistic, reasonably precise output. It incorporates real-world data from benchmark resources, such as the frequency of ransomware deployments by cybercriminals, average breach costs, and the organization's susceptibility to phishing attacks. With that information, risk can be quantified and prioritized accordingly.

Zero Trust vs. Governance, Risk, and Compliance

Zero Trust complements GRC perfectly, as it provides the technical architecture of never trust, always verify, and assume breach. Meanwhile, GRC provides the governance structure that makes Zero Trust sustainable, auditable, and aligned with business risk.

In practice, GRC programs define the why and what: risk appetite, compliance requirements, control frameworks (NIST, ISO 27001, SOC 2). Zero Trust defines the how: microsegmentation, least privilege, continuous authentication, identity-centric access.

The relationship becomes concrete in three areas:

• Risk Management: Zero Trust controls map directly to GRC risk registers. Every segmentation policy and access decision is a control that reduces a documented risk
• Compliance: Zero Trust architectures naturally satisfy requirements across PCI-DSS, HIPAA, and LGPD by enforcing least privilege and generating the audit logs auditors need
• Policy Enforcement: GRC policies without technical enforcement remain documents rather than operational controls. Zero Trust is the enforcement layer that operationalizes them in real time.

The common failure mode is treating them separately: security teams building Zero Trust without GRC alignment, and compliance teams writing policies that have no connection to technical controls.

The strongest security programs deliberately close that gap, making Zero Trust the operational expression of GRC intent.

What Are the Main Compliance and Governance Frameworks?

A compliance and governance framework is the structured system through which an organization defines, implements, monitors, and improves its controls to satisfy all internal and external regulatory requirements.

Numerous frameworks are available, each suited to a specific organizational context or type. Aligning these frameworks with the organization's strategic objectives ensures that business goals are pursued efficiently and effectively. The framework, however, is only the starting point of a broader strategy, as it defines the minimum foundation for a truly mature GRC program.

For instance, the Maturity Model for Integrated GRC serves as a comprehensive framework that integrates governance, risk management, and compliance processes, helping organizations establish internal controls, align IT governance, and support enterprise risk assessment and reduction strategies.

NIST Cybersecurity Framework

The NIST Cybersecurity Framework (NIST CSF) was developed by the National Institute of Standards and Technology and is one of the most widely adopted cybersecurity governance frameworks globally, applicable to organizations of any size across virtually every sector.

Its broad adoption is attributable to its flexibility. Unlike prescriptive compliance standards, it is risk-based and adaptable, allowing organizations to implement it at their own maturity level and tailor it to their specific threat landscape and business context.

The framework is structured around five core functions that collectively provide a comprehensive lifecycle view of cybersecurity risk management:

• Identify
• Protect
• Detect
• Respond
• Recover

CSF 2.0, released in 2024, added a sixth function, Govern, explicitly recognizing that cybersecurity decisions require organizational governance structures, executive accountability, and strategic alignment to be effective. This addition elevated GRC considerations from an implicit assumption to an explicit framework requirement.

The NIST CSF is well-suited for organizations seeking a flexible, risk-based structure that organizes their security program, communicates their risk posture to leadership, and maps to other regulatory obligations.

NIST RMF

The NIST Risk Management Framework (NIST RMF) provides a structured seven-step process for integrating security and risk management into information systems. While it originated with a federal focus, it is now widely adopted across critical infrastructure and regulated industries globally. The seven steps are as follows:

1. Prepare: Includes the essential activities needed to prepare the organization to manage security and privacy risks

2. Categorize: Instructs how to categorize the system and information processed, stored, and transmitted based on an impact analysis

3. Select: Helps teams select the set of controls necessary to protect the system based on the risk assessment

4. Implement: Facilitates the implementation of the controls, as well as the documentation of how they are implemented

5. Assess: Allows teams to determine if controls are in place, operating as intended, and producing the desired results

6. Authorize: Mandates how the senior official can make a risk-based decision to allow the system to operate

7. Monitor: Enables teams to continuously monitor implementation and risks to the system

The goal of the seven steps is to create a lifecycle management rather than a point-in-time process, which is the overall goal of a governance, risk, and compliance program. The Authorize step, for instance, is directly tied to governance, as it requires a senior official to explicitly accept any residual risk inherent to system use.

Additionally, NIST RMF is strong as an operations framework, as it addresses the system-level detail that cybersecurity teams work with.

ISO/IEC 27001

The ISO/IEC 27001 is published jointly by the International Organization for Standardization and the International Electrotechnical Commission, and is one of the most recognized frameworks for cybersecurity GRC worldwide.

ISO/IEC 27001 establishes an information security management system (ISMS), providing a structured framework for managing information security risks, ensuring data protection, and supporting compliance and certification.

This framework is designed for organizations seeking global recognition through third-party validation of their security posture. Organizations in industries that consistently require such verification, such as healthcare, financial services, and technology, might find this framework particularly valuable.

ISO/IEC 27001 has an additional requirement: an independent audit by an authorized certification body to achieve full certification. This requirement alone provides a level of credibility that most self-assessed frameworks do not.

ISO 31000

The ISO 31000 is also developed by the International Organization for Standardization as the international standard for risk management assessment. Its goal is to provide principles, processes, and a framework for managing risk across an organization, regardless of its characteristics.

In governance, risk, and compliance, the framework establishes the backbone of risk management, defining how risk should be identified, assessed, treated, monitored, and communicated.

ISO 31000 also functions as an integrator, as it aligns effectively with more sector-specific frameworks, including ISO 27001. For security teams, this framework can help bridge the gap between technical silos and a broader business language, which represents the critical skill CISOs must develop.

COBIT

The COBIT (Control Objectives for Information and Related Technologies) is a framework developed by ISACA (Information Systems Audit and Control Association), specifically for IT governance and management. Its most recent version, COBIT 2019, provides a structured model for aligning IT with business goals while managing risk and ensuring compliance, directly impacting across each of the three disciplines:

• Governance: COBIT separates governance from management, defining governance as the responsibility of the board to evaluate, direct, and monitor. This enables organizations, and security teams in particular, to structure accountability from the top down
• Risk: COBIT integrates risk management through its governance objectives, complementing other frameworks while helping organizations operationalize risk decisions across IT processes
• Compliance: COBIT maps regulatory requirements, making it a practical tool for demonstrating control effectiveness to auditors

For cybersecurity teams, COBIT is also a powerful tool for bridging the gap between IT operations and executive governance. It functions effectively as an integration layer, connecting with more cybersecurity-specific technical frameworks, such as the NIST CSF.

COSO ERM Framework

The Committee of Sponsoring Organizations' Enterprise Risk Management Framework is designed for enterprise-level organizations. It has a particular focus on publicly traded companies where board-level risk oversight and regulatory accountability are formal governance requirements.

Unlike cybersecurity-specific frameworks, COSO ERM operates at the organizational strategy level, integrating risk management directly into strategic planning and performance management processes. The primary differentiator of this framework is its treatment of risk management as a core strategic discipline. COSO ERM is well-suited for organizations seeking to:

• Formally connect GRC to corporate governance
• Embed risk management into strategic decisions
• Provide boards with structured risk oversight mechanisms
• Ensure that cyber and operational risks are communicated alongside financial and strategic risks
• Develop a unified enterprise risk language that executive leadership and board committees already operate within

COSO also helps organizations assess and manage financial risks, enhancing internal controls to prevent financial fraud and ensure regulatory compliance. Additionally, COSO supports the achievement of compliance objectives by strengthening governance and internal controls, helping organizations align business goals with regulatory requirements.

SOC 2

The SOC 2 (System and Organization Controls 2) is an auditing framework developed by the AICPA, designed to evaluate how service organizations manage customer data based on five Trust Services Criteria (TSC):

• Security
• Availability
• Processing Integrity
• Confidentiality
• Privacy

Unlike other frameworks, SOC 2 defines what must be demonstrated rather than how, giving organizations flexibility in control design while maintaining rigorous independent validation. That external validation is a distinctive aspect of SOC 2, as an independent auditor assesses not only the documentation but the organization's overall controls.

Type II reports, which cover a minimum six-month observation period, carry particular weight because they demonstrate sustained operational effectiveness rather than design intent alone.

Its GRC contribution is positioning compliance as a trust mechanism, transforming internal security practices into verified, communicable assurance for customers, partners, and regulators.

HIPAA

The HIPAA (Health Insurance Portability and Accountability Act) is a US federal law enacted in 1996 that establishes national standards for healthcare organizations to protect patient health information. It is structured around two main pillars:

• Privacy rules, which govern who may access and share a patient's Protected Health Information (PHI), and provide patients with rights over their own medical records
• Security rules, which require healthcare organizations to implement safeguards to protect patient information

HIPAA applies to covered entities, such as hospitals, clinics, and insurers, as well as their business associates, including vendors, IT providers, and billing companies. Any organization worldwide that handles the data of US patients is also required to comply.

HITECH/HITRUST

HITECH (Health Information Technology for Economic and Clinical Health Act) is a US law that strengthened HIPAA enforcement, introduced breach-notification requirements, and extended compliance obligations to business associates handling protected health information (PHI).

HITRUST CSF (Common Security Framework) is a certifiable framework that consolidates requirements from HIPAA, HITECH, NIST, ISO 27001, and others into a single, scalable control framework for healthcare and beyond.

These frameworks serve distinct but complementary GRC roles:

• Governance: HITECH increased penalty tiers and enforcement authority, forcing executive accountability. HITRUST gives organizations a structured governance model to demonstrate that accountability operationally
• Risk: HITRUST's risk-based approach allows control requirements to scale with organizational size and complexity, aligning with ISO 31000 principles
• Compliance: HITRUST certification is increasingly accepted as demonstrable HIPAA compliance evidence, streamlining audits and vendor assessments

For cybersecurity teams, HITRUST is particularly valuable because it consolidates multiple regulatory obligations into one assessment cycle, reducing audit fatigue.

HITECH represents the legal pressure and HITRUST the operational response; together, they define what healthcare-sector GRC looks like in practice.

PCI-DSS

The PCI-DSS (Payment Card Industry Data Security Standard) is a set of security standards established by the world's major card brands to protect consumer data during credit card transactions. It is organized around six primary objectives:

• Building a secure network through firewalls and the avoidance of default vendor passwords
• Protecting cardholder data by encrypting stored and transmitted data
• Managing vulnerabilities using tools such as EDRs and other secure systems
• Controlling access by restricting data to a need-to-know basis
• Monitoring networks and tracking all access to cardholder data
• Maintaining a security policy that enforces the organization's information security requirements

PCI-DSS applies to any organization that handles consumer credit and debit card data, giving it a broad reach but a narrow scope focused exclusively on payment card management.

Sarbanes-Oxley Act (SOX)

The Sarbanes-Oxley Act (SOX) is a US federal law enacted in response to major corporate scandals, with the objective of protecting investors by improving the reliability of financial disclosures. Key requirements include:

• Senior executives must personally certify the accuracy of financial statements.
• Organizations must assess and report the effectiveness of internal financial controls, subject to external audit.
• Entities must not destroy, alter, or falsify records, as this is a criminal offense

From a cybersecurity perspective, the provisions relating to financial controls extend to IT systems, which, if compromised, may result in the destruction or manipulation of financial records.

SOX applies to all publicly traded companies listed on US exchanges, regardless of country of incorporation. The requirements extend to auditing firms, with both auditors and their clients held accountable.

CMMC

The CMMC (Cybersecurity Maturity Model Certification) is a US Department of Defense (DoD) framework designed to ensure defense contractors can adequately protect sensitive government data. It is organized around three maturity levels:

• Foundational: 17 basic cybersecurity practices, including antivirus, password management, and access protection
• Advanced: 110 practices aligned with the NIST framework, focused on protecting Controlled Unclassified Information
• Expert: More than 110 practices applicable to the most sensitive DoD programs

CMMC applies to all DoD contractors and subcontractors within the supply chain. Third-party certification by an accredited assessor is required, and non-compliance may result in termination of the DoD contract.

GDPR/CCPA

The GDPR (General Data Protection Regulation) and CCPA (California Consumer Privacy Act) are examples of privacy laws designed to protect individuals' personal data. These laws are complemented by others, as many countries and regions maintain their own data protection legislation.

The complexity arises because these laws are similar but not identical, and their differences may create gaps that lead to non-compliance. A brief comparison between the GDPR and the CCPA, for instance, indicates that the California law is less stringent than its European counterpart: the CCPA defaults to opt-out consent, while the GDPR requires opt-in consent.

Organizations operating across multiple regions must comply with all applicable laws throughout their entire operational reach.

DORA and NIS2

DORA (Digital Operational Resilience Act) and NIS2 (Network and Information Security Directive 2) are two distinct EU frameworks applicable to any US company operating across Europe, as both are specific to that region.

DORA targets organizations in the financial sector, mandating ICT (Information and Communication Technology) risk management, incident reporting, testing, and third-party risk. The third-party requirements are particularly demanding, as they require contractual controls and exit strategies for critical ICT providers.

NIS2 is the updated cybersecurity directive across the EU, expanding the scope of its predecessor and elevating cybersecurity to a governance mandate. As a result, senior management can now be held personally accountable for non-compliance.

GRC Capability Model

The GRC Capability Model is a framework that describes the key capabilities an organization requires to manage its governance, risk, and compliance functions effectively. The objective is to bring the three disciplines together, rather than treating them as separate capabilities, by defining all the building blocks an organization needs.

The OCEG GRC Capability Model, also known as the OCEG Red Book, organizes these building blocks into four primary components:

• Learn: Understand the organization's context, culture, and goals
• Align: Establish the strategies, policies, and incentives that guide behavior
• Perform: Implement controls, manage risk, and ensure compliance
• Review: Monitor, audit, and improve the system over time

This model is the most common methodology for assessing an organization's current maturity level, benchmarking against best practices, and developing a structured roadmap for improvement.

The Key Governance Risk and Compliance Metrics

Governance, compliance, and risk management metrics enable organizations to monitor their security and compliance posture. These metrics can be organized according to their focus on each of the three distinct disciplines.

Effective GRC programs also rely on compliance monitoring and the systematic tracking of compliance activities to ensure ongoing adherence to industry and government regulations, provide real-time oversight, and support audit readiness.

Governance Metrics

Governance metrics exist primarily to demonstrate that the program is being actively and thoroughly managed. The objective is to reveal the structural health of the governance, risk, and compliance program.

Additionally, governance metrics carry significant weight during audits, as poor scores signal systemic issues. Auditors conclude that a program that is not actively managed has a limited probability of success. The primary governance metrics include:

• Policy coverage rate: Measures the percentage of critical systems, processes, and business functions covered by formally documented security policies. While the target is 100%, a benchmark of 90% is generally acceptable
• Training completion and effectiveness rates: Measure the effectiveness of training conducted within the GRC program. High metrics in both completion and effectiveness indicate that employees are engaging with the program and that it is driving measurable behavioral change
• Board-level reporting frequency and quality: Measures how often and with what level of quality information is reported to the board. The quality dimension is most significant, requiring translation from technical metrics into business impact
• Accountability index: Measures the percentage of identified risks with a clearly assigned, named owner. Risk without clear ownership is effectively unmanaged

Risk Management Metrics

Risk management metrics measure how effectively the organization identifies and manages risks. These metrics typically form the core operational foundation of a governance, risk management, and compliance program, as the fundamental purpose of a GRC framework is to reduce risk.

The objective is to determine whether risks are being effectively managed or merely identified, through metrics such as:

• Number of open high-priority risks and their age: Measures how many high-priority risks remain open and, more critically, how long they have been open. High-priority risks that remain unresolved for extended periods indicate a clear deficiency in governance, compliance, and risk management
• Mean time to detect and respond: Measures attacker dwell time, which is the period during which a cybercriminal operates within a digital perimeter undetected. This is one of the most important direct measures of security effectiveness
• Risk treatment completion rate: Measures the percentage of risk treatment plans completed within the defined timeframe. A straightforward but effective metric for governance, risk, and compliance execution
• Third-party risk assessment: Measures the percentage of third-party relationships with a current, updated risk assessment. The standard timeframe typically includes the prior 12 months, or any period during which a material change in the relationship has occurred
• Risk score trends over time: Measures how the organization's security posture is improving over time, represented as a trend line across all applicable risk categories, including infrastructure, applications, third-party, and human risk

Compliance Monitoring Metrics

Compliance metrics form the baseline of any governance, risk management, and compliance program, enabling an organization to demonstrate that its controls are functioning as intended. These metrics are critically important: even when a program is performing well, the inability to present evidence to stakeholders may leave gaps for program owners.

Additionally, the regulatory framework has shifted substantially in recent years, as audits have evolved from scheduled periodic visits to continuous operational requirements. A breach or incident can occur at any time, and organizations may be required to demonstrate compliance efforts at any moment. Relevant metrics include:

• Compliance coverage: Measures the percentage of controls with documented, verified evidence of implementation
• Audit finding rate and recurrence rate: Measures the number of control deficiencies identified per audit cycle, with the recurrence rate measuring how many of those findings reappear in subsequent cycles. Recurring findings should immediately trigger escalation
• Time to close audit findings: Measures the time elapsed between the identification of an issue and its resolution. Long-term trend lines are more meaningful than individual results, with a reduction in closure time representing the desired outcome
• Regulatory change response time: Measures how quickly the organization identifies, assesses, and implements changes to conform to new regulatory requirements
• Control testing pass rate: Measures the percentage of controls that pass independent testing, through any of the available testing methods, including phishing simulations or red team exercises

How to Implement an Effective Governance, Risk, and Compliance Program

An effective governance, risk, and compliance (GRC) program integrates all three core principles into a unified strategy for managing and reducing risk. Implementing GRC requires strategic planning and embedding into organizational policies and culture, with clearly defined roles and responsibilities.

To integrate GRC effectively, organizations must assess existing procedures and technologies to identify gaps and areas for improvement. This is accomplished through a structured process that begins with a compliance maturity assessment and progresses toward a strategy for continuous improvement.

From a CISO's perspective, governance and compliance efforts involve addressing risks across both technical controls and human exposure dimensions. The following steps can help a cybersecurity team build an effective governance, risk, and compliance program.

How to Implement an Effective Governance, Risk, and Compliance Program Step 1: Evaluate GRC Compliance Maturity

A GRC governance, risk management, and compliance maturity model evaluates how effectively an organization manages all three disciplines at a given point in time. Whether an organization is beginning to assess its program or already has some form of governance and compliance efforts in place, the cycle must begin with a maturity assessment.

OCEG developed a maturity model composed of five stages, three of which are primary and two of which are transitional:

• Siloed: The stage at which every organization begins. Even without a formal GRC compliance program, all organizations have some form of risk management. This stage does not necessarily indicate deficiencies in approach, but rather limited coordination across functions and teams
• Transition: The first transitional stage, in which the organization focuses on improving effectiveness, stabilizing processes, and expanding program scope
• Managed: A managed program reflects an organization that has achieved a more coordinated and sustainable approach to governance, compliance, and risk management. The program is effective but still lacks a clear connection to business strategy
• Transformation: The second transitional stage, with a clear focus on building the connection between risk management and business objectives
• Advantaged: The most mature stage of the model, in which governance, risk, and compliance have a measurable impact on the organization as a whole. This represents an achievable goal for any organization

From a CISO's perspective, the GRC model is both effective and clear. A cybersecurity team that invests in managing and mitigating risk internally, documents, governs, and reports that risk to the business demonstrates a higher level of maturity.

Depending on where the organization is positioned in the GRC model, the objective differs. Organizations at the siloed or managed level should focus on advancing to the next stage; those already at the advantaged level should focus on further refining their programs according to their specific needs.

How to Implement an Effective Governance, Risk, and Compliance Program Step 2: Select the Appropriate Governance Risk Compliance Framework

To select the most appropriate governance, risk, and compliance framework, organizations should begin with one of the broader models described previously, such as the NIST or COSO frameworks. These are designed for cross-mapping and can be adapted to a broader organizational scope.

It is also important to match the framework to the organization's maturity level. The ISO model, for instance, is effective but can be complex, particularly for organizations in the early stages of program development.

For security teams, a common starting point is the Center for Internet Security (CIS) Critical Security Controls, Implementation Group 1, for cybersecurity risks, and progressively advancing to the NIST and then the COSO frameworks as program maturity increases.

Regardless of the baseline framework selected, organizations must add additional layers to address the unique compliance obligations of their specific industry, including:

• Financial services: SOX, PCI-DSS
• Healthcare: HIPAA
• Government and defense: CMMC
• Regional requirements: GDPR, CCPA

According to the Drata State of GRC 2025 Report, GRC teams manage an average of eight compliance frameworks simultaneously, with 60% managing at least five.

Refer to the frameworks section above for additional detail on each.

How to Implement an Effective Governance, Risk, and Compliance Program Step 3: Assign GRC Team and Responsibilities

As governance is a foundational element of the program, assigning a team with clearly defined responsibilities is a critical step at both the cybersecurity and organizational levels. Organizations typically maintain an overarching GRC function, with a dedicated IT governance, risk, and compliance team responsible for technical threats. The GRC cybersecurity team typically includes:

• CISO: The program owner, accountable for translating technical controls into business impact, delegating responsibilities within the team, and communicating with other C-level stakeholders
• Program lead: A member of the security team who serves as the primary operator, managing GRC tools and performing all operational activities
• Technical risk analyst: A member of the security team focused on managing risk and reporting findings to both the CISO and the program lead

In addition to the internal security team, the governance, risk, and compliance function also requires cross-departmental collaboration, including:

• The Chief Risk Officer leads the enterprise-wide risk program.
• The Chief Compliance Officer oversees and maintains compliance frameworks, ensures regulatory reporting, and supports overall governance, risk management, and compliance activities
• The internal auditor controls and validates compliance across disciplines
• The data privacy officer manages applicable privacy regulations

While these are the primary members of the GRC program with whom security teams interact most directly, the security team is also expected to provide technical support across the broader organization.

How to Implement an Effective Governance, Risk, and Compliance Program Step 4: Develop Governance, Risk Management, and Compliance Policies, Procedures, and Controls

Policies, procedures, and controls are the operational foundations of a governance, risk management, and compliance program, providing answers to the fundamental questions the program is designed to address. The framework selected in a previous step helps organizations develop the three necessary layers.

Policies typically originate at the board or executive level, establishing the program's intent and mandatory requirements. They change infrequently, with a typical annual review cycle. For example, a policy might state that all sensitive data must be protected in accordance with its classification and applicable regulatory requirements.

Procedures operate at a more granular level, providing clear step-by-step instructions for executing each policy. They involve more role-specific tasks and are updated continuously as processes evolve.

Integrating GRC activities into core business processes ensures that governance, risk management, and compliance are embedded within essential workflows, improving efficiency and supporting strategic objectives. Following the example above, procedures would encompass all tasks involved in protecting sensitive data, from technical controls to security awareness training.

Controls provide evidence that governance, risk management, and compliance activities are occurring and are fully mapped to the associated risks and all compliance requirements. Technical teams and engineering leads play a key role in supporting compliance by building secure infrastructure and implementing automated controls that maintain compliance through tools and processes.

In the example, controls include the documentation of all procedures and evidence of security awareness training supported by metrics that reflect its effectiveness.

To facilitate this process, teams can map policies to framework controls from the outset, creating a traceable lineage from program inception through regulatory and auditor scrutiny. A core set of control design principles can also help organizations achieve stronger outcomes:

• Cover both prevention and remediation: in the event of a breach, focus as much on containment as on remediation
• Automate as much as possible: manual procedures and controls are prone to being overlooked and scale poorly
• Apply the layered defense approach: the principle of layered security states that no single control or procedure should be the last line of defense
• Design for auditability: if a control cannot be evidenced, it may as well not exist
• Match controls to the appropriate risk level: avoid over-controlling low-risk areas and under-controlling high-risk ones

How to Implement an Effective Governance, Risk, and Compliance Program Step 5: Design Governance, Risk, and Compliance Controls Against Shadow IT

Shadow IT and shadow AI refer to the unauthorized use of applications, services, AI tools, devices, and other resources not sanctioned by the IT team. This practice carries significant potential consequences, including:

• Data exfiltration risks
• Unmanaged attack surface expansion
• Compliance exposure
• Supply chain blind spots
• AI-specific risks

A challenge with controls around shadow IT is that they often address the symptom rather than the underlying cause. Employees typically turn to shadow IT when standard tools fail to meet their needs; simply prohibiting its use typically redirects them to alternative unsanctioned solutions.

The most effective starting point for countering shadow IT is awareness, ensuring employees understand that this practice can have serious consequences for which they may be personally held accountable. Providing better-fit tools eliminates much of the demand for shadow solutions.

How to Implement an Effective Governance, Risk, and Compliance Program Step 6: Continuous Monitoring of GRC Metrics

Governance, risk, and compliance metrics primarily provide a snapshot of the program's status at any given moment. They also provide long-term insight into program performance by revealing changes in organizational trends. Metrics are essential to:

• Guide decision-making with data-driven information
• Provide risk visibility before consequences become severe
• Demonstrate compliance evidence for frameworks, auditors, and regulators
• Establish clear ownership and accountability for program controls
• Enable continuous improvement by identifying gaps where metrics are not progressing

Monitoring metrics must be a priority from the program's inception. Even when no metrics exist yet, implementing them immediately gives teams a baseline for measuring subsequent data.

This also underscores the importance of automation. Manually collecting and recording data is operationally unsustainable and will inevitably produce knowledge gaps that undermine the program.

How to Implement an Effective Governance, Risk, and Compliance Program Step 7: Report GRC Compliance Progress to the Board and Stakeholders

From the outset, it is essential to establish a plan for reporting progress to the board and key stakeholders, as effective communication can shape the program's entire trajectory. Inadequate reporting leads to underfunded programs, unmet expectations, and boards that hear from the security team only when an incident has already occurred.

This is where the CISO applies one of the most critical capabilities in the role: translating technical language into business language that the board and other executives can engage with. A common reporting structure follows this outline:

1. Begin with a risk posture summary, including the overall risk level and trend, the top three risks requiring board attention, and the plans for addressing them
2. Follow with the compliance status, including any upcoming regulatory deadlines or certification renewals
3. Address control effectiveness, highlighting gaps with potential business impact and remediation progress against prior period commitments
4. Communicate significant incidents, near-misses, and emerging risks, always framing them in terms of business impact and with minimal technical detail
5. Summarize vendor and third-party exposure, ensuring all relevant information is visible to the board
6. Provide a forward-looking view, covering planned investments and anticipated changes to the risk landscape

Additionally, several basic practices facilitate effective reporting and build board confidence:

• Consistency: Apply the same metrics, formats, and methodology in every presentation
• Proactivity: Report both positive and negative developments proactively to control the narrative and prevent the board from learning of issues through other channels
• Commitments: Reference prior commitments and their completion status
• Exposure: Where possible, attach a clear financial value to each risk, using established benchmarks
• Precision: Precision is valuable but is not always achievable. Ranges and confidence levels, such as low, medium, and high, are preferable to precise figures that cannot be reliably reproduced

How to Implement an Effective Governance, Risk, and Compliance Program  Step 8: Continuously Improve the Governance Risk Compliance Program

A governance, risk, and compliance program that is not improving is effectively degrading, as the threat landscape and the regulatory environment are in continuous flux. A static or slowly evolving program creates a widening gap between documented controls and operational reality, a gap that cybercriminals seek to exploit and that auditors are mandated to identify. Improvement information typically comes from four distinct sources:

• Internal audit and control testing: The most operationally efficient source, as internal audits and testing can surface findings without external consequences. Recurring findings warrant particular attention, as they may indicate more systemic issues
• Threat intelligence integration: Programs must be consistently updated with information about current threats that present the greatest risk
• Regulatory and framework updates: All relevant regulatory frameworks should be monitored closely, even those that the organization is not currently applying. An update to one framework may have implications for the organization's overall compliance posture
• Incidents and near-misses: Post-incident reviews are an exceptionally valuable source of information, as each one will surface a gap that can be corrected. Post-mortem investigation and evidence preservation should be integrated directly into controls and policies

The maturity model also serves as a driver for improvement, providing a more structured path than continuously addressing individual gaps in isolation.

Automation is also a critical enabler of improvement, as manual processes will become increasingly unsustainable over time. Active automated monitoring should be implemented, with an evidence collection pipeline integrated into SIEM, vulnerability management, and other relevant tools.

GRC (Governance Risk Compliance) Tools

Governance, risk, and compliance tools comprise several distinct platform categories, each supporting different aspects of the program. GRC software is a technological solution that centralizes and automates governance, risk management, and compliance activities, streamlining processes and improving organizational visibility.

Effective GRC tools are essential for supporting compliance, risk management, and internal audit processes, enabling real-time monitoring, automation, policy management, and regulatory tracking, thereby enhancing organizational risk posture and operational efficiency.

Without such tools, GRC programs are typically managed through spreadsheets, shared drives, and email chains. That approach can create communication gaps, evidence gaps, and scalability limitations that undermine program effectiveness.

The Best GRC Tools in 2026

Gartner defines GRC tools as platforms designed to support holistic enterprise risk management processes, including risk identification, assessment, mitigation, monitoring, and reporting. The platform lists 45 tools, with ratings ranging from 1 to 5 stars. The following are notable GRC tools that can assist organizations in this process.

The following tools represent a cross-section of widely used GRC platforms, not a ranking. Each is suited to different organizational profiles.

ServiceNow GRC

ServiceNow GRC is an integral part of the ServiceNow IT software, making it a natural fit for organizations already deploying the broader IT management platform. Due to this integration, it is well suited for large enterprises with mature IT operations that seek alignment between GRC and IT management.

IBM OpenPages

IBM OpenPages is ideal for organizations seeking depth in financial and operational risk management and regulatory compliance, particularly those in banking and insurance. The platform also offers a natural integration with IBM's broader analytics and AI stack. It is recommended for organizations already using IBM infrastructure or operating in heavily regulated markets, such as finance.

Archer

Archer is a tool that relies heavily on customization and flexibility, adapting to most risk and compliance workflows. While these characteristics make the tool highly powerful, implementation is resource-intensive and may require dedicated personnel to operate the platform. Therefore, it is ideal for large enterprises that can allocate the necessary personnel and have a strong focus on long-term customization and maintenance.

MetricStream

MetricStream offers a broad GRC platform focused on audit management and compliance tracking. It provides a robust pre-built regulatory content library, reducing the time required to adopt common frameworks such as NIST, ISO, and the GDPR. It is ideal for organizations seeking comprehensive framework coverage without additional operational overhead.

Vanta

Vanta is a monitoring tool that continuously assesses an organization's technical infrastructure against multiple frameworks. It eliminates much of the manual effort required for evidence gathering by automatically connecting with existing online infrastructure. It is ideal for organizations seeking compliance certifications without a dedicated GRC team.

Drata

Drata is a compliance automation platform focused on continuous monitoring and automated evidence gathering. Highly similar to Vanta, as both are direct competitors, it is ideal for organizations scaling their compliance programs across multiple frameworks.

Hyperproof

Hyperproof focuses on compliance operations and is well suited for teams managing multiple frameworks simultaneously. It organizes controls, maps risk, and tracks evidence collection at scale, enabling teams to identify coverage gaps across frameworks.

Optro

Optro is a GRC platform that unifies audit, risk, compliance, and AI governance into a single connected platform, continuously monitoring and surfacing risks. It is an ideal fit for larger enterprises seeking board-ready risk intelligence at scale.

OneTrust

OneTrust is a specialized tool focused on privacy program management, including regulatory compliance across the GDPR, CCPA, and similar frameworks.

LogicGate

LogicGate is a flexible risk management platform focused on customizable workflows for enterprise risk. It offers multiple applications and integrations to support deep personalization, making it ideal for organizations seeking a connected GRC program without excessive implementation overhead.

Diligent

Diligent is a specialized tool focused on board relationships, including communication, audit committee reporting, and executive risk dashboards. Its primary focus is on board-level and executive stakeholders rather than security teams.

Core Capabilities of Modern Governance, Risk Management, and Compliance Software

A modern governance, risk, and compliance tool addresses every dimension of building and maintaining a program. Given that one of the most significant challenges in any GRC program is decentralized, duplicative, or conflicting information, a platform that resolves these issues is integral to any mature program. Core capabilities include:

• Policy and document management: Provides all documentation functionality, including workflow management, version history, and the tools necessary to track information effectively
• Risk register and risk assessment workflows: Functions as a living document that captures all identified risks, with classification, treatment decisions, and clearly assigned ownership
• Compliance framework mapping: Supports framework mapping, particularly with multi-framework functionality for organizations subject to multiple regulatory requirements simultaneously
• Control testing and evidence collection: Automates evidence collection and testing schedules, enabling teams to operate at scale
• Audit management and finding tracking: Connects audit findings directly to the risk register and control library, providing teams with immediate, actionable insight
• Third-party and vendor risk management: Includes dedicated capabilities for managing third-party and vendor risk
• Real-time dashboards and board reporting: Enables reporting to the board with accurate, current information without excessive reliance on manual preparation
• Regulatory change management: Provides automated alerts and support whenever a regulatory requirement changes

Each capability described above delivers individual value. The full integration of these capabilities, however, is what enables a governance, risk management, and compliance platform to deliver a transformative impact on the program.

How to Evaluate a Governance Risk and Compliance Tool

When evaluating governance, risk, and compliance software, it is essential to test the platform's capabilities against the organization's specific environment. That includes the desired frameworks, the user base, and the following five dimensions:

• Framework coverage: Assess whether the platform provides substantive coverage of the frameworks required by the organization. Evaluate the recency of updates and assess cross-framework and custom-framework capabilities
• Integration: Investigate the platform's integration depth to determine whether it integrates seamlessly with the existing technology stack. A well-integrated tool functions as a force multiplier, whereas a poorly integrated one adds another silo requiring manual data extraction
• Automation: Assess the platform's automation capabilities, with particular attention to evidence collection
• Scalability: Confirm that the governance, risk, and compliance system can scale alongside the organization
• User experience: Engage non-technical users in the evaluation to determine whether the tool is accessible across the team

The selection of governance, risk, and compliance solutions is ultimately a collaborative decision by the GRC team as a whole. The CISO carries substantial influence in this process, given their technical expertise and responsibility for security and risk alignment.

Upon examining the best GRC tools in 2026, the market offers a range of capable platforms that can support organizations in achieving their governance, risk, and compliance objectives. For a more technical and formal evaluation, resources such as Gartner provide in-depth reviews suited to that purpose.

User-driven communities such as r/cybersecurity on Reddit offer firsthand accounts from practitioners with direct experience using these tools, providing perspectives free from commercial intent.

The ideal GRC toolset combines a broader platform with specialized solutions that address each organization's specific requirements. The most effective combination is identified through research and a pilot program conducted in the organization's operational environment.

Challenges and Mistakes in Governance, Compliance, and Risk Management

Governance, risk management, and compliance are not without their challenges and failure modes. As a complex discipline spanning multiple teams and affecting the entire organization, numerous issues can arise. One significant challenge is compliance gaps, which can undermine GRC efforts and lead to audit failures or regulatory penalties if not identified and addressed proactively.

Treating GRC as a Checkbox Exercise

Organizations that treat governance, risk, and compliance merely as a checkbox exercise to satisfy a regulatory requirement fail to leverage a significant organizational resource and opportunity. These disciplines can contribute to the organization in numerous ways.

Conversely, a checkbox approach to GRC can create a false sense of security, leaving the organization unprepared for a breach or incident. For instance, employees may represent a vulnerability that the organization fails to detect, with potentially catastrophic consequences.

Additionally, resource misallocation occurs when organizations pursue compliance optics rather than genuine risk reduction. This misalignment generates burnout and cynicism within the team, as their efforts yield diminishing returns.

Lack of Executive Sponsorship

A significant challenge for cybersecurity teams is failing to communicate to executives that GRC is not a technical problem but a business strategy issue that requires specific technical solutions. This results in a lack of leadership buy-in, with executives concluding either that GRC is not their concern or that their involvement is not meaningful.

Without clear leadership sponsorship, the governance, risk management, and compliance program becomes background activity to which no one is genuinely committed. Budgets are almost automatically denied, as without an executive champion, such an investment will consistently be deprioritized relative to revenue-generating initiatives.

Policies lose their purpose without executive support, as enforcement collapses and they become effectively advisory. This silently accumulates risk until an incident occurs.

The most consequential issue, however, is that risk assessment becomes decentralized, with the personnel conducting it lacking the comprehensive organizational view required to make effective decisions. Similarly, organizational culture flows from leadership, and if executives do not visibly prioritize GRC compliance, that attitude is reflected throughout the organization.

Ultimately, boards and executives will engage with GRC, either because of a compelling business case presented by the security team or in the aftermath of a cybersecurity incident that leads to substantial financial losses.

Tool Sprawl and Fragmented Data

When governance, risk, and compliance programs lack leadership and a unified direction, tool sprawl and fragmented data can substantially undermine program effectiveness.

GRC compliance requires accurate, timely, and complete information to function. When that requirement is not met, decisions are made based on an incomplete picture, or, more critically, based on incorrect or outdated information. When organizations attempt to identify the most accurate information, the proliferation of tools becomes an obstacle that requires additional effort to navigate.

The problem typically emerges organically, as each team selects a framework suited to its needs, develops its own documentation, and eventually acquires a dedicated solution. The result is a fragmented information landscape with overlapping and conflicting data.

Resolving this problem is more complex than it appears, as legacy tools must often be retained because consolidating data is costly and effort-intensive. This produces several operational consequences:

• Structural visibility gaps
• Evidence collection that becomes effectively impossible
• Duplicate and conflicting data that, when discovered, undermines confidence in the program
• Incorrect data that, when undiscovered, may lead to poor decisions and significant operational errors
• Control mapping that becomes manual and increasingly error-prone

Ignoring Third-Party and Supply Chain Risk

Business relationships are increasingly complex, with vendors, suppliers, service providers, and other entities maintaining close and direct contact with an organization's security perimeter. The challenge arises because organizations naturally control their own environment but have limited visibility into third-party practices.

Vendor onboarding processes typically prioritize speed and commercial terms over security assessment, a common outcome, but one that carries potential risk. Cybercriminals have recognized that targeting vendors is often more efficient than targeting enterprises directly, as primary targets tend to maintain more robust defenses.

The economics also favor cybercriminals in this context, as a single vendor may serve hundreds of clients, meaning a single compromise can yield multiple victims. A notable example from 2023 involved a file transfer software platform that enabled a wave of data breaches affecting 2,700 organizations and exposing the data of more than 90 million individuals.

Failure to Adapt to Regulatory Change

According to the 2025 Year in Review: Cybersecurity and Data Protection by the law firm Paul, Weiss, the number of US states with their own data privacy laws effectively doubled: from 9 in 2024 to 16 in 2025. This illustrates how rapidly regulatory change is occurring, with new laws emerging from multiple directions, each with its own timeline, specific requirements, and enforcement mechanisms.

A US organization operating across all 16 of those states would be subject to 16 distinct legal frameworks. While they share many similarities, the subtle differences between them make compliance a highly detailed and demanding process.

Adding urgency to this issue, regulators are increasingly pursuing executives personally, with C-level officers, including CISOs, subject to personal accountability in some jurisdictions. A significant example occurred in 2023, when a Chief Security Officer at a major organization was held personally accountable for failing to disclose a confirmed breach.

A broader challenge is that regulations are inherently reactive, responding to threats that are already sufficiently understood to drive legislative action. In the interim, the threat landscape continues to evolve, leaving organizations that are compliant on paper potentially exposed in practice.

Audit Fatigue in Compliance and Governance Management

Audit fatigue occurs when teams are overwhelmed by the volume, frequency, and redundancy of audits. Organizations now face numerous overlapping regulatory demands, many of which are similar but not identical, requiring teams to navigate multiple near-identical frameworks to identify minor discrepancies.

This is a significant problem, as it tends to degrade response quality, reducing the work to a mechanical and repetitive process. As a result, concentration lapses, and that is when material gaps slip through. The work also drives burnout among skilled analysts, compounding the demands of a role that is already intensive and requires meticulous attention.

Audit fatigue also produces false assurance, as overburdened teams shift their focus from genuine control effectiveness to compliance and audit optics. This produces a compounding effect that slows the overall program.

Ultimately, the cycle is self-reinforcing: additional regulatory requirements generate additional audits, placing further burden on already overextended teams.

Future Trends in GRC (Governance, Risk Management, and Compliance)

The most significant shift in GRC compliance is the transition from point-in-time, reactive audits to Continuous Control Monitoring (CCM). Organizations are increasingly recognizing the need to move beyond compliance snapshots prepared in anticipation of audits, toward an operating model in which compliance is continuously maintained. Artificial intelligence is a primary driver of that transition.

AI in Governance, Risk, and Compliance Solutions

Artificial intelligence is central to the evolution of governance and compliance, as the best GRC tools incorporate AI to facilitate program operations. At the same time, AI presents its own risk vectors, as a technology whose vulnerabilities and weaponized potential are not yet fully understood by either cybercriminals or security teams.

On the defensive side, AI enables continuous risk monitoring, supporting real-time assessment across multiple dimensions rather than relying on fully orchestrated, periodic manual reviews. In the security awareness training dimension, for example, AI can monitor each employee's human risk level through behavioral and OSINT signals.

AI also supports the GRC compliance dimension through automated evidence collection, control testing, and regulatory mapping, while improving third-party risk management and enabling predictive analysis. That extends to identifying emerging risks before they fully materialize into incidents.

AI is particularly effective at addressing several common GRC challenges. Audit fatigue, for instance, can be reduced as AI automates the most labor-intensive tasks, freeing analysts from the bulk of time-consuming and attention-demanding work. Similarly, regulatory change monitoring benefits from AI's ability to track real-time updates to regulations affecting a specific organization.

According to the MetricStream 2025 GRC Practitioner Survey Report, 43% of respondents are actively evaluating AI solutions, 35% are considering AI's future potential, and 14% have already integrated AI into their GRC frameworks.

AI as a Governance, Risk Management, and Compliance Risk

AI also presents a substantial governance and compliance risk across multiple dimensions. As organizations adopt AI at an accelerating pace, certain gaps may be inadvertently introduced, warranting careful attention.

A primary challenge is that the competitive momentum and broad enthusiasm surrounding artificial intelligence drive aggressive technology adoption. Regulatory frameworks and compliance requirements, particularly in larger enterprises, have not kept pace with that adoption.

To illustrate, AI integrated into critical decision-making processes may produce costly errors or attract regulatory scrutiny. Additionally, large language models (LLMs) and other AI agents have, in some cases, inadvertently become vectors for data leakage.

As AI is a relatively new technology, existing frameworks and regulations do not address this area comprehensively, creating a significant gap that makes the appropriate compliance posture a moving target.

Compounding this complexity, third-party vendors may incorporate AI into their workflows without disclosing it, and employees may introduce a new dimension of shadow IT, known as shadow AI, by using unsanctioned AI tools that bypass established controls.

The MetricStream 2025 GRC Practitioner Survey Report also notes that 47% of respondents view AI as both an opportunity and a challenge.

The duality of AI in governance, risk management, and compliance poses a significant challenge: the same technology that accelerates the program also introduces risks that the program is not fully equipped to address. Incorporating AI into any governance, risk, and compliance framework is now a requirement and will become increasingly so.

Cloud Environments in Governance, Risk, and Compliance

Most established frameworks were designed with on-premise infrastructure in mind, assuming clear network perimeters and IT teams with full control over devices, networks, and applications. Modern technology has fundamentally altered that assumption.

Cloud infrastructure introduces a shared responsibility model that many organizations still misunderstand or are not fully prepared for. The provider is responsible for securing the core infrastructure, while all other controls, typically including data classification, access management, and configuration management, remain the organization's responsibility.

A significant complication of cloud environments is their interconnectivity. A single compromised credential, for instance, can enable a cybercriminal to access the entire online perimeter. Additionally, organizations often deploy numerous tools simultaneously, each of which represents a potential vulnerability.

Employees frequently use personal devices on private networks to access tools containing critical organizational data, further expanding the risk surface.

The most effective approach for organizations with extensive cloud infrastructure is the layered framework model: applying a baseline framework while supplementing it with a cloud-specific control framework, such as the Cloud Security Alliance's Cloud Controls Matrix.

IT and OT in Governance, Risk, and Compliance

Operational Technology (OT), when combined with IT, introduces substantial risk, as legacy OT systems were not designed with cybersecurity or compliance requirements in mind.

The most significant challenges arise when OT environments deploy equipment with no native telemetry, undocumented network paths, or vendor remote access capabilities that can bypass standard controls.

In IT environments, it is generally possible to isolate and remediate a targeted system, particularly given that many online infrastructures are segmented by design. In OT environments, taking a system offline can halt an entire pipeline, power grid, or manufacturing process.

A significant example involves an organization in Ukraine that suffered an attack originating in its IT network, which ultimately affected the heating systems of more than 100,000 residents during winter.

For organizations that operate combined IT and OT environments, several frameworks provide the necessary OT-specific layer, such as the ISA/IEC 62443 Series of Standards.

How Adaptive Security Fits Into a Governance Risk and Compliance System

Adaptive Security can be part of a governance, risk, and compliance toolkit, operating at the execution layer. The platform addresses human risk through comprehensive security awareness training and phishing simulations.

The tool also reduces the human risk layer through training and phishing simulations that address modern AI-enabled threats, including deepfakes, spear phishing, voice phishing, and SMS attacks.

The platform also provides dynamic employee risk scoring and executive exposure assessment by combining OSINT signals with behavioral data, including performance on phishing simulations.

This information is particularly valuable within a governance, risk, and compliance system, as human risk scores translate employee behavior into risk metrics that directly feed the GRC compliance program. Scores can be used at both the individual and team level, based on demonstrated behavior, not only to measure human risk but to guide its reduction.

Training data also provides demonstrable evidence that employees completed the training, understood the material, and that their behavior is measurably changing. From a regulatory perspective, collecting evidence of compliance is as important as conducting the underlying activities.

The platform also includes a control center and board-ready reporting that CISOs and their teams can use to communicate the organization's risk posture to executives and the board. Adaptive's dashboards help translate metrics into business-relevant signals that key stakeholders can act on.

Additionally, the platform integrates with the most widely used enterprise tools, automating and facilitating the onboarding process.

Explore an Adaptive Security demo to understand how the platform can serve as an integral component of an organization's governance, risk, and compliance solutions.

Frequently Asked Questions in Governance, Compliance, and Risk Management

Is GRC Certification Worth It?

For individuals, certifications such as CRISC, CGRC, and CISA validate working knowledge of frameworks, compliance requirements, and governance structures, and typically correlate with improved compensation.

For organizations, certifications are also valuable, as they accelerate sales cycles and provide operational benefits that governance, risk, and compliance practices offer, including stronger incident response and more effective audit readiness.

Is GRC a One-Time Project?

No. GRC is a continuous management discipline. Treating it as a one-time project produces predictable failures because risks and threats evolve, regulations change, and business priorities shift. All of these factors directly affect an organization's risk posture. A continuous GRC program requires:

• Regular policy reviews aligned with business and regulatory changes
• Ongoing control testing and evidence collection
• Continuous third-party and vendor risk management
• Risk register updates as new threats and assets emerge
• A consistent executive reporting cadence to maintain leadership accountability

Can GRC (Governance, Risk, and Compliance) Be Done Wrong?

Yes. Poor GRC implementation creates an illusion of security while leaving organizations exposed, a particularly dangerous outcome. The most common failure modes are not technical but structural and cultural. The typical failure patterns include:

• Treating audits as the primary objective rather than risk management
• Managing GRC in isolation, typically within IT or Legal, while disconnecting it from other relevant disciplines
• Developing static documentation, with policies and risk registers written once and never updated
• Building a program around a tool rather than selecting a tool that best supports the organization's needs
• Neglecting executive accountability results in decisions being made by personnel without the authority or the comprehensive organizational view required to do so effectively

What Does GRC Stand for in Cybersecurity?

GRC stands for Governance, Risk, and Compliance, three distinct disciplines that interconnect to form a mature security program:

• Governance defines how decisions are made, who makes them, and how they align with business strategies
• Risk involves identifying and managing any situation that may pose a threat to the organization
• Compliance defines how the organization meets all internal and external obligations

In cybersecurity, GRC integrates technical security controls and human risks associated with cybercrime with the organization's business decision-making processes.

What Is the Difference Between GRC and Risk Management?

Risk management is a component of GRC, not its entirety. Organizations that focus exclusively on risk management do so at the expense of governance and compliance, both of which are equally essential to a mature program.

What Does a GRC Team Do?

A GRC team bridges security operations and business leadership, translates technical risk into organizational decisions, and ensures the organization meets its security obligations consistently. Core responsibilities include:

• Policy development and maintenance
• Risk assessments
• Compliance management
• Third-party risk management
• Control testing
• Executive reporting
• Incident support

What Are the GRC Frameworks?

GRC frameworks are structured methodologies for building and measuring governance, risk, and compliance programs. No single framework addresses every requirement; mature organizations typically apply several in combination. Among the most widely adopted frameworks are:

• NIST CSF (Cybersecurity Framework): A flexible, risk-based framework widely used across industries and an effective starting point for most organizations
• NIST SP 800-53: A comprehensive control catalog primarily used by federal agencies and their contractors
• ISO 27001: An international standard for information security management systems; certification-ready and globally recognized
• COBIT: A governance-focused framework that aligns IT with business objectives; well-suited for audit and executive reporting
• SOC 2: Essential for SaaS and cloud providers
• PCI DSS: Required for organizations that handle payment card data
• CMMC: Required for defense contractors working with the US Department of Defense
• HITRUST: A healthcare-focused framework that consolidates multiple regulatory requirements

What Is GRC Maturity?

GRC maturity measures how systematically and effectively an organization manages governance, risk, and compliance, progressing from reactive practices toward proactive, optimized processes. OCEG developed a five-stage maturity model, with Transition and Transformation serving as intermediary stages:

• Siloed
• Transition
• Managed
• Transformation
• Advantaged

Who Is Responsible for GRC?

GRC responsibility is shared across three roles:

• The CCO owns compliance and regulatory adherence
• The CRO owns enterprise risk management and risk appetite
• The CISO owns cybersecurity risk and technical controls.

Together, they report to the board and ensure governance, risk, and compliance are aligned across the organization.

Understand How Adaptive Security Can Enhance a Company's Governance, Risk, and Compliance Program

GRC is the strategic foundation that transforms security from a cost center into a business enabler. CISOs who embed governance, risk, and compliance into organizational processes protect the business while advancing it with confidence and resilience.

Explore the Adaptive Security demo to understand how the platform supports that objective through security awareness training that reduces human risk, while providing compliance evidence of such efforts.