A guide to compliance automation

Security Compass describes the main mechanism of compliance automation software as the ability to "define a security control once and have that definition automatically propagate to wherever it is needed". Fortinet similarly refers to technology that continually checks systems for compliance instead of checking them on a schedule set by the audit calendar.

While an audit process proves that a set of controls worked at a certain moment in time, compliance automation can prove the same controls are working right now. It’s worth noting that continuous compliance and compliance automation are not perfectly synonymous, though; the former is an outcome, while the latter is the means to make that outcome cost-effective.

SOC 2 is a prominent cybersecurity audit (as distinct from a risk assessment), and it draws a distinction between “Type I” and “Type II” reports; the former is point-in-time, while the latter takes place over longer periods of time, as SecureFrame explains.

Increasingly, artificial intelligence can be leveraged to automate aspects of compliance. As Jacob Dencik, research director at IBM’s Institute for Business Value, recently told IBM Think: “AI isn’t the problem anymore, it’s the solution to its own complexity.” Hyperproof’s 2026 benchmark report found 76% spending 30% or more of their time on repetitive processes—the very sort of thing AI, in theory, should be good at helping automate.

The 2026 IBM Cost of a Data Breach Report puts the global average cost of a breach at USD 4.99 million, up 12% and a record high. But organizations using AI and automation extensively recorded costs $1.93 million lower than those that did not.

Seven components do the work of continuous compliance monitoring:

• Control mapping—In theory, one piece of evidence may satisfy four or five frameworks at once; platforms can leverage AI to automate this matching, mapping controls across multiple regulatory frameworks simultaneously, per CyberSaint.
• Automated evidence collection—Where an analyst once took a screenshot of a console, the platform can query that console directly, automatically storing the needed evidence of compliance posture
• Continuous control monitoring—Vanta, for instance, says that it runs more than 1,400 tests an hour; real-time monitoring makes compliance status a current reading rather than an annual assertion.
• Policy management—This holds the written policies and tracks versioning and approvals, as well as employee attestations.
• Risk assessment—This keeps current the risk register that links risks to business processes, systems and assets, security controls and regulatory requirements. Another, related term is vulnerability management
• Remediation workflows—Automated alerts can message responsible personnel, block non-compliant deployments and escalate issues by severity, as Kusari explains.
• Audit trails—This yields a timestamped record of what was tested

Increasingly, boardroom conversations insist not only on continuous compliance with respect to longstanding regulations, but additionally with an eye towards a newer, broader goal of ensuring “digital sovereignty.” IBM Sovereign Core generates and retains compliance evidence inside the sovereign boundary itself.

The coming wave of compliance automation may mean different things for different roles. Here are a few things for various roles to consider.

• For CIOs: These may want to evaluate integration coverage first, concerning themselves with scalability second.

• For CISOs: These stand to benefit from platforms’ security questionnaires and certifications, along with continuous visibility into whether controls are upholding the firm’s security posture.

• For compliance leaders: focus can shift from evidence collection to evaluating and judging that evidence; a compliance management system (CMS) becomes a live dashboard where it might formerly have served as an archive.

• For risk management professionals: Continuous monitoring also makes the risk management professional's register a live document.

If these roles sit on separate teams, as is often the case, they can benefit from a GRC (Governance, Risk, and Compliance) platform like IBM OpenPages; IBM has offered its own “client zero” case study here. LogicGate, Drata and Archer also offer solutions, among other providers.

Any framework that can be written out as a list of requirements can in theory be automated, at least in part. The following eight compliance frameworks or regulations are well known and frequently used, but this is far from an exhaustive list. Needless to say, compliance needs vary by region and industry.

• SOC 2: Mentioned earlier, this common framework was created by the American Institute of CPAs (AICPA); it evaluates how well an organization protects customer data. It has periodically been revised and refined, including in 2017 and 2022.
• ISO 27001: The international standard for information security management.
• HIPAA: The US Health Insurance Portability and Accountability Act was enacted in 1996, though its privacy and security rules came later.
• PCI DSS: The Payment Card Industry Data Security Standard; new requirements became mandatory on March 31, 2025.
• GDPR: The EU General Data Protection Regulation. Its largest penalty remains the €1.2 billion fine the Irish Data Protection Commission imposed on Meta Platforms Ireland in May 2023.
• NIST: The US National Institute of Standards and Technology publishes its Cybersecurity Framework and the SP 800-53 control catalog; it also issued its voluntary AI Risk Management Framework in 2023.
• SOX: The Sarbanes-Oxley Act of 2002, in an effort to protect investors, requires American public companies to maintain internal control over financial reporting
• DORA: The EU’s Digital Operational Resilience Act, which has been in application since January 2025, imposes continuous obligations meant to bolster resiliency of European firms.

A strong compliance solution often comes preloaded with a library of frameworks that map to controls within the platform. IBM Sovereign Core, for instance, works with over 200 such frameworks—some related to regional requirements, some to privacy requirements, others to AI and emerging technologies.

Some industries are more heavily regulated than others. Four sectors especially—financial services, healthcare, telecommunications and the public sector—need to pay special attention to the promise of compliance automation.

For understandable reasons, financial services are more heavily regulated than other sectors in many markets. For instance, in the U.S., the Gramm-Leach-Bliley Act’s Safeguards Rule requires certain financial firms to protect and handle customer data in certain ways. In Europe, legislation like the aforementioned DORA singles out financial firms; the UK’s Financial Conduct Authority announced it would begin overseeing “critical third parties” (e.g. AWS, Google, Microsoft) underpinning its financial system.

In October 2024 the Office for Civil Rights (OCR), HIPAA's enforcement arm, announced a $240,000 civil monetary penalty against Providence Medical Institute for Security Rule violations that a ransomware breach brought to light. Access controls, audit logging and risk assessments can be among the evidence an OCR investigator asks for after an incident.

Telecom operators can carry double compliance obligations: they are both regulated companies in their own right, as well as infrastructure that other regulated industries depend on. The board room itself can be implicated; NIS2’s Directive (EU) 2022/2555, for instance, "introduces accountability of the top management for non-compliance with cybersecurity risk management measures.”

Increasingly, compliance automation is a matter of concern both in how the public sector operates, as well as how it procures vendors. Increasingly, guidance from European regulators is steering towards procurement that supports digital sovereignty.

No; in other words, humans must remain in the loop. A SOC 2 report must still be issued by an independent CPA firm, and ISO 27001 certification still requires an accredited external auditor. However, an automated platform can make an organization audit-ready. As Cavanex puts it, even with compliance automation tools, "someone still has to configure the system, write the policies, fix the controls, gather the evidence, prepare the audit room, and keep the project moving.”

No, though the two are closely related. GRC is the wider discipline; compliance automation is one way to go about making it cost-effective. Governance, risk, and compliance software manages enterprise-wide policy, internal controls, risk registers and board reporting; compliance automation focuses on getting an organization audit-ready for specific frameworks by collecting evidence and testing controls automatically. Compyl notes that legacy GRC platforms may “lack the deep, automated integrations with modern cloud infrastructure that compliance automation tools provide natively.” It also notes that while many midsize firms are sometimes told they need either a compliance automation platform or a GRC platform, in practice they may need elements of both.