--- title: AI Governance Evidence, continuous pentest findings for your GRC stack description: Continuous AI agent pentest evidence for GRC and compliance teams. Audit-ready findings mapped to ISO 42001, EU AI Act, NIST AI RMF, OWASP AISVS, and MITRE ATLAS. API integrations with Drata, Vanta, OneTrust, and ServiceNow. url: https://ziosec.com/governance-risk-compliance-teams --- # AI Governance Evidence: Continuous Pentest Findings for Your GRC Stack For governance teams: CRO, CCO, GRC. ZioSec is the evidence collection layer for the AI governance stack. We give compliance, policy, identity, and governance platforms continuous pentest findings from across the full agentic AI attack surface. - Book a demo: https://ziosec.com/demo - See an evidence packet: https://ziosec.com/sample-report ## Every layer depends on evidence from below Your governance stack is built in layers. Each layer consumes evidence from the layer below it. If the evidence at the bottom is missing, every layer above it has a hole. | Layer | Description | Needs | |---|---|---| | Audit and Advisory | External auditors and internal audit teams assess whether controls are effective. | Timestamped, reproducible evidence of control testing. | | GRC and Policy | GRC platforms maintain control libraries, map policies to frameworks, and track compliance posture. | Framework-mapped findings to populate control assessments. | | Identity and Access | Identity platforms govern who and what can access resources, including agents and their tools. | Evidence of privilege escalation, credential abuse, scope violations. | | SIEM and Detection | Security monitoring platforms detect anomalies and trigger response workflows. | Known attack patterns and behavioral signatures to detect. | ### The Evidence Gap No offensive testing evidence exists for AI agents. Every layer above this point is operating without data on agentic risk. The control effectiveness story for AI agents is empty. ### Where ZioSec fits Continuous adversarial testing of your AI agent fleet. Findings are structured, framework-mapped, and pushed into the layers above, filling the evidence gap that every other component in your governance stack depends on. Produces: continuous pentest findings mapped to OWASP AISVS, MITRE ATLAS, ISO 42001, NIST AI RMF, and EU AI Act. Without evidence at the foundation, audit conclusions are assumptions, GRC controls are unvalidated, and compliance posture is a best guess. ## Your governance stack has a blind spot - **No agent-specific evidence.** Compliance and GRC platforms have no offensive evidence flowing in for AI agents. The control effectiveness story for agents is empty. - **Audit pressure rising.** Auditors are asking for evidence of agentic AI control testing. Most organizations cannot produce it. - **Regulatory exposure.** ISO 42001, EU AI Act, and NIST AI RMF all require demonstrated testing. Without evidence, you cannot demonstrate. ## What you get - **Continuous evidence stream.** Findings produced on an ongoing basis, not a once-a-year snapshot. - **Audit-ready artifacts.** Each finding mapped to OWASP AISVS, MITRE ATLAS, ISO 42001, NIST AI RMF, and EU AI Act controls. - **Fleet-level risk posture.** Roll-up view across every agent in your organization. - **Integration with your existing stack.** Findings flow into your compliance, GRC, and trust management platforms via API. No new workflow to learn. ## How the evidence flows Finding becomes artifact. Artifact becomes evidence. Evidence flows into your stack. 1. ZioSec runs autonomous pentest campaigns. 2. Findings are generated as structured, framework-mapped artifacts. 3. Evidence flows into GRC and compliance platforms via API. ## Framework mapping Every finding is mapped to the five frameworks your compliance team reports against: - **ISO 42001.** Annex A controls plus Clauses 6, 8, and 9. - **NIST AI RMF.** MS-2.6, MS-2.11, MANAGE 4.1, MAP 5.1, GOVERN 1.1. - **EU AI Act.** Article 9, Article 15, Article 13, Article 14. Enforcement August 2, 2026. - **AIUC-1.** All six domains: Data and Privacy, Security, Safety, Reliability, Accountability, Society. - **OWASP AISVS.** C02, C05, C08, C09, C10 and 8 more chapters. Full per-control coverage: https://ziosec.com/ai-compliance ## FAQ **How does the evidence integrate with our existing platform?** ZioSec provides an API that pushes structured evidence (findings, risk scores, remediation status) into your compliance, GRC, or trust management platform. No manual export required. Evidence appears where your team already works. **What does a typical evidence packet look like?** Each evidence packet includes the finding description, severity rating, reproduction steps, framework mappings (OWASP AISVS, MITRE ATLAS, ISO 42001, NIST AI RMF, EU AI Act), remediation guidance, and timestamps. All artifacts are audit-ready. **How often is the evidence refreshed?** You choose the cadence. ZioSec supports continuous, daily, weekly, or monthly testing schedules depending on your compliance requirements and risk appetite. Most customers start with weekly or continuous campaigns and adjust from there. **Who owns the platform internally?** Ownership typically sits with the security or GRC team, depending on your organization. ZioSec supports both models and can be deployed to serve multiple internal stakeholders. **How does this support an audit?** Every finding is timestamped, reproducible, and mapped to industry frameworks. Customers use ZioSec evidence packets for ISO 42001 audits, EU AI Act compliance reviews, and customer due diligence. Export complete evidence packets for internal auditors, external assessors, or regulatory bodies. ## Related - AI Compliance Standards Coverage: https://ziosec.com/ai-compliance - AI Agent Pentesting Service: https://ziosec.com/ai-agent-pentesting - For Security Teams: https://ziosec.com/enterprise-red-teams ## Contact - Email: info@ziosec.com - Phone: +1-720-807-2737 - Book a demo: https://ziosec.com/demo