Pathlock AVM and access violation management: compliance implications

At a glance

What this is: This is Pathlock’s TEI analysis of Access Violation Management, highlighting quantified benefits from automating segregation-of-duties controls and continuous access risk monitoring.

Why it matters: It matters because IAM, IGA, and PAM teams need governance models that scale beyond manual review cycles and reduce compliance drag across human and non-human access.

By the numbers:

• Forrester found Pathlock’s Access Violation Management delivered 96% ROI and $875K in net value over three years.
• 13 months.

👉 Read Pathlock's analyst report on access violation management and SoD automation

Context

Segregation of duties is a governance control, not just an audit requirement. When access entitlements, business roles, and transaction permissions are reviewed manually, the model struggles to keep pace with real changes in user access, delegated access, and privileged workflows across IAM, IGA, and PAM programmes.

Pathlock’s report is best read as evidence that compliance operations now need continuous monitoring rather than periodic review alone. The point is not that automation eliminates governance, but that manual SoD enforcement becomes expensive and inconsistent once organisations have enough access relationships to review at scale.

Key questions

Q: How should security teams implement segregation of duties monitoring at scale?

A: Teams should move from periodic review to continuous detection of conflicting access combinations across the applications that matter most. The goal is to surface toxic combinations as soon as they appear, then route only real exceptions to human review. That approach reduces manual effort while keeping the control tied to current entitlement data.

Q: Why do manual SoD reviews become unreliable in modern IAM programmes?

A: Manual reviews struggle because access changes faster than review cycles and the number of entitlement combinations grows faster than human teams can reconcile them. Once access spans SaaS, ERP, and privileged workflows, stale evidence becomes a governance problem in itself. Continuous monitoring is the only practical way to keep decisions aligned to current access.

Q: What do security teams get wrong about access violation management?

A: They often treat it as an audit afterthought rather than an operational control. That leads to fragmented evidence, long remediation cycles, and exceptions that outlive their business justification. The better model is to make violation detection, escalation, and proof generation part of the same workflow.

Q: Who is accountable when segregation of duties failures lead to fraud or audit findings?

A: Accountability usually sits with the control owner, the application owner, and the governance team together, because SoD failures arise from both policy design and access administration. NIST Cybersecurity Framework 2.0 helps structure ownership across identify, protect, detect, and recover functions, while access governance defines the operational evidence.

Technical breakdown

Why segregation of duties breaks down under access sprawl

Segregation of duties, or SoD, depends on knowing which combinations of access create risk and whether those combinations persist long enough to matter. In complex environments, access is no longer static: users change roles, service accounts inherit privileges, and shared workflows blur ownership. Manual review processes often miss these combinations because they depend on snapshot evidence, spreadsheet reconciliation, and human interpretation. Continuous access monitoring changes the mechanism from periodic detection to ongoing evaluation of risky entitlements and toxic combinations. That shifts SoD from an audit exercise into an operational control.

Practical implication: map high-risk entitlement combinations to continuous detection, not just quarterly certification.

How continuous risk monitoring changes audit readiness

Audit readiness improves when evidence is generated as part of normal access governance rather than assembled after the fact. Continuous monitoring creates a running record of violations, exceptions, and remediation actions, which reduces the time spent gathering screenshots, tickets, and approval trails. The architecture matters because the control has to sit close enough to entitlement data to detect violations as access changes, not after business users have already acted. For security teams, this means access governance and audit evidence are converging into one operating model.

Practical implication: standardise evidence capture from the control itself so audit preparation becomes a by-product of governance.

Why automation affects compliance cost more than policy volume

The main cost driver in SoD programmes is often not the policy itself, but the number of reviews, exceptions, and reconciliations needed to prove the policy is working. Automation reduces manual rework by checking violations continuously and surfacing only the cases that need human judgment. That does not remove policy complexity, but it changes the economics of enforcing it across many applications and roles. In practice, this is where identity governance programmes start to scale: fewer labour hours spent validating what the system could have checked automatically.

Practical implication: reserve analyst time for exception handling and control design, not repetitive policy validation.

Threat narrative

Attacker objective: The objective is to exploit toxic access combinations long enough to complete a prohibited action or bypass governance oversight.

1. Entry occurs when a user, role, or delegated account receives access that creates an SoD conflict but is not immediately detected.
2. Escalation follows when the conflicting entitlement is used to approve, execute, or conceal a risky business transaction or privileged workflow.
3. Impact appears as fraud exposure, control failure, audit findings, or delayed remediation once the violation is finally discovered.

Breaches seen in the wild

• Azure Key Vault privilege escalation exposure — Azure Key Vault Contributor role misconfiguration enabled privilege escalation.
• BeyondTrust API key breach — compromised BeyondTrust API key led to unauthorized SaaS access.

Read our 52 NHI Breaches Analysis report for a comprehensive view of breaches impacting Non-Human Identities including AI Agents.

NHI Mgmt Group analysis

Continuous SoD enforcement is becoming a governance baseline, not an optimisation. Manual review models were designed for smaller entitlement sets and slower change rates. That assumption fails when access relationships expand across SaaS, ERP, and privileged workflows faster than people can reconcile them. The implication is that identity governance programmes must treat SoD as an always-on control plane, not a quarterly clean-up exercise.

Access violation management is really evidence management. The report’s value case is not only about reduced labour, but about producing a defensible trail of control decisions as part of normal operations. That matters to audit, compliance, and fraud teams because proof of control is only as strong as the freshness of the underlying entitlement data. Practitioners should therefore evaluate whether their evidence pipeline is continuous enough to withstand scrutiny.

SoD automation reduces governance debt in the same way that workload identity reduces secret debt. In both cases, the issue is not just the control itself, but the cost of sustaining manual exceptions as scale grows. The broader pattern is that identity programmes fail when they depend on repeated human reconciliation to compensate for structural access complexity. Practitioners should look for controls that scale with the access graph rather than the spreadsheet.

Fraud prevention and audit assurance are converging inside identity governance. Once violations are monitored continuously, the same data can support control testing, compliance reporting, and early detection of risky behaviour. That convergence is important because organisations often split these functions into separate teams and tools, which increases gaps and delays. Practitioners should align SoD, audit, and access monitoring around one authoritative entitlement record.

Named concept: access violation drift. SoD exceptions do not stay static once they are introduced. Over time, role changes, temporary approvals, and inherited entitlements cause the original violation context to drift away from the business justification, making the control less reliable. The implication is that governance teams need to understand how exceptions accumulate and age, because unmanaged drift turns policy exceptions into durable exposure.

From our research:

• 72% of organisations have experienced or suspect they have experienced a breach of non-human identities, according to the 2024 ESG Report: Managing Non-Human Identities.
• Enterprises that have experienced a compromised NHI averaged 2.7 separate incidents in the past 12 months, according to our 2024 ESG Report.
• For lifecycle controls and access governance context, see NHI Lifecycle Management Guide for how provisioning, rotation, and offboarding reduce hidden exposure paths.

What this signals

Access violation management is moving from compliance support to governance infrastructure. As entitlement graphs expand, teams need controls that evaluate conflicts continuously and preserve evidence automatically. That shift matters across IAM, IGA, PAM, and workload access because review cadence alone no longer matches change velocity.

SoD automation creates a useful bridge between audit and operational security. When the same system can surface violations, retain evidence, and support remediation, teams stop duplicating work across separate tools and spreadsheets. That convergence is where identity governance starts to scale without adding proportional headcount.

The broader signal is that identity programmes should measure how much of their control evidence is still assembled manually. Where evidence depends on recurring human reconciliation, governance debt accumulates quickly and exceptions become durable exposure rather than temporary variance.

For practitioners

• Automate toxic combination detection Identify conflicting role and entitlement combinations in core business applications, then evaluate them continuously instead of relying on scheduled reviews.
• Centralise entitlement evidence Keep violation history, approvals, and remediation records in one control plane so audit teams can trace decisions without assembling manual proof packs.
• Prioritise exception ageing Track how long each SoD exception remains active and require explicit revalidation before the business justification expires.
• Align fraud and compliance workflows Use the same access violation data to support fraud monitoring, audit preparation, and governance reporting so teams are not working from different records.

Key takeaways

• Manual segregation-of-duties controls do not scale well once access sprawl and exception volume grow faster than review cycles.
• The strongest value in access violation management is not only labour reduction, but a continuous evidence trail that supports audit, compliance, and fraud detection.
• Identity teams should treat SoD automation as part of the control plane, with continuous monitoring, exception ageing, and authoritative entitlement records.

Key terms

• Segregation of duties: Segregation of duties is a governance control that prevents one identity from holding a combination of access rights that could be used to commit or conceal a harmful action. In practice, it requires identifying risky entitlement pairs and keeping them from persisting without review.
• Access violation: An access violation is a policy breach created when a user, role, or delegated account receives or uses access that conflicts with segregation-of-duties rules. It becomes operationally important when the violation is current, recurring, or supported by stale evidence.
• Continuous access monitoring: Continuous access monitoring is the practice of evaluating entitlement risk as access changes, rather than waiting for periodic recertification. It gives identity teams a live view of violations, exceptions, and evidence, which is essential when access grows faster than review cycles.
• Governance evidence trail: A governance evidence trail is the recorded sequence of access decisions, exceptions, approvals, and remediation actions that proves a control is functioning. For identity programmes, it matters because auditability depends on current, traceable entitlement data rather than reconstructed records.

Deepen your knowledge

NHI governance, agentic AI identity, and machine identity lifecycle are core topics in our NHI Foundation Level course, the industry's only accredited NHI security programme. If you are responsible for identity security strategy or NHI governance in your organisation, it is worth exploring.

This post draws on content published by Pathlock: The Total Economic Impact™ of Pathlock AVM Solution. Read the original.