What does each vendor actually say?
- Pillar Security: 'Generate audit-ready reports for GDPR, EU AI Act, ISO 42001, and SOC', plus an audit trail and continuous monitoring.
- Alice: WonderFence 'maps your guardrails directly to' the EU AI Act, ISO 42001, NIST, MITRE ATLAS and OWASP, and 'every decision is logged'. WonderBuild maps test documentation to regulatory requirements and tracks launch readiness.
- Lasso: an audit trail for the EU AI Act, NIST AI RMF and ISO 42001 in its governance use case.
- Credo AI: discover, assess, govern, monitor and report across agents, models and apps, against the EU AI Act, NIST and ISO.
- Holistic AI: evidence for the EU AI Act, NIST AI RMF and ISO 42001.
- SPLX: AI Governance & Compliance maps to global and custom standards; the Enterprise plan lists a compliance framework check for MITRE ATLAS and the OWASP LLM Top 10.
Why does the wording matter?
'Mapped to' says a link exists between a control and a framework. 'Evidence for' says the platform produces records relevant to it. 'Audit-ready report' says the output is shaped for an auditor. None of the three guarantees that an auditor will accept the result; that depends on your scope, your controls and the auditor.
What makes a report usable by an auditor?
- It names the system, version and period covered.
- It cites framework clauses or articles, not only framework names.
- Each claim points to dated evidence: test results, logs, approvals.
- It shows exceptions and open findings, not only passes.
- It can be exported and kept outside the vendor's platform.
What should you ask in a demo?
Ask each vendor to pick one control and walk it from policy to report on screen: the policy text, the control configuration, one piece of evidence and the report line that cites it. Then ask for the same for a control that failed a test. A vendor whose platform covers all four steps can do this quickly; the control maps on this site show which steps each one documents.
Keep the walk-through as part of your evaluation record. If a vendor cannot show one control end to end in a demo, a report is unlikely to show it for you in an audit, whatever the product page says.
What do framework names alone leave out?
A framework name on a product page tells you the vendor has thought about that framework. It does not tell you which parts. The EU AI Act has different obligations for providers and deployers and for different risk levels. ISO/IEC 42001 has seven clauses of requirements and an annex of reference controls. The NIST AI RMF has four functions, each broken into categories and subcategories. A useful mapping names which of these a report section addresses.
How do the six compare on our framework criterion?
On framework mapping and audit-ready reports, Credo AI, Holistic AI and Pillar Security lead with 9; the full list is on the ranking page. The scores reflect how specifically each vendor describes its mapping and outputs, not whether an auditor has accepted them.
What should a report export contain?
- A list of systems in scope, with versions.
- For each control: the policy, the configuration and the period it was active.
- For each piece of evidence: its date, its source and the control it supports.
- Open findings with severity and owner.
- The framework clause or article each item supports.