Resources/Framework mapping
From app inventory to audit evidence
How a shadow-AI inventory becomes audit evidence under HIPAA, SOC 2, PCI DSS, ISO/IEC 27001, ISO/IEC 42001 and the NIST AI RMF — and why the honest verb is “may support,” never “satisfies.”
4 min readUpdated September 9, 2026
01What the examiner actually asks
Auditors and examiners rarely ask “do you use AI?” They ask for evidence of a process: do you know what third parties can reach your data, did you review that access, did somebody decide what to do about it, and can you show when. Those four questions are the same under HIPAA, SOC 2, the newer AI-specific frameworks, and most cyber-insurance questionnaires.
An app inventory answers the first question. It only becomes evidence when each finding is tied to a control objective, dated, and carries a documented outcome. That tie is what this guide describes.
02What a finding can speak to
Frameworks differ in vocabulary, but the control objectives an app inventory can speak to are the same five everywhere. Each finding in a ForgeWatch report is tied to the objectives it can support, in the language of the framework you answer to.
| Objective | What the finding shows |
|---|---|
| Inventory of systems in use | That an AI tool is present, who holds it, and since when — an entry in a continuously maintained inventory rather than a one-off list. |
| Third-party and supplier risk | That a vendor has a standing path into a governed account, and that the relationship was identified and reviewed. |
| Logical access review | That an access right existed, was detected, and went through a review — whether or not the app is an AI product. |
| Risk analysis and impact | That a broad-read exposure reached data your regulator cares about, as an input to the assessment your privacy or security officer owns. |
| Access removal and disposition | That a decision was made — revoked, accepted, or replaced — with a date and a name attached. |
03The frameworks covered
Every report carries mappings for six frameworks. You do not choose one; the evidence is written to all of them, so the same finding is ready for whichever assessor asks first.
- HIPAA Security Rule — information access management, risk analysis, business associates.
- SOC 2 Trust Services Criteria — logical access, access provisioning and removal, vendor risk management.
- PCI DSS v4.0 — in-scope component inventory, third-party service providers, access review and removal, scope confirmation.
- ISO/IEC 27001:2022 — asset inventory, supplier relationships and cloud services, access rights, risk assessment.
- ISO/IEC 42001 — AI system documentation, third-party AI suppliers, impact assessment.
- NIST AI Risk Management Framework — AI system inventory, third-party AI policy, ongoing third-party monitoring.
Reviewed by people, applied by software
The mappings were written and reviewed by a person and are applied the same way to every report, so a finding of a given kind always lands on the same objectives. That consistency across periods is what lets an assessor compare this quarter to the last.
04Why the verb is “may support”
Every evidence line ForgeWatch produces says a finding may support a control objective. That wording is load-bearing, and you should distrust any tool that uses a stronger one.
A scan can prove that an app held a permission, from a date, over an account. It cannot see whether that account actually contained protected health information, whether a business associate agreement already exists, or whether your policy sanctioned the tool. Those are facts your privacy officer or auditor holds. The report is an input to an assessment; the assessment is theirs.
HIPAA in particular
ForgeWatch never asserts that PHI was reachable or that a breach occurred. A mailbox-read grant on a clinician’s account is flagged as an input to your risk analysis under §164.308(a)(1)(ii)(A) and routed to your privacy officer to confirm data flows. Whether PHI was actually exposed depends on facts the tool cannot see, and the evidence says so in plain words.
05What a piece of evidence looks like
Each evidence line names the app and its vendor, whose account it could act within, the level of exposure, the date the grant was first observed, and — where a decision has been made — the disposition, the date, and the person who made it. It closes by naming the control objective the line may support, in that framework’s own reference.
Read one and you have read them all. That is deliberate: an assessor should be able to sample any line in any period and find the same facts in the same order.
06Using it at exam time
- Bring the dated report for the period, not a live screenshot. The examiner wants to see the state at a point in time and what changed since the last one.
- Lead with dispositions. A finding with a documented outcome is evidence of a working process; a finding without one is a to-do list.
- Keep the first inventory forever. Provider audit logs typically retain 30 days, so the first scan is the earliest “first seen” you will ever be able to prove.
- Pair the report with the policy it tests. The evidence says what people connected; the policy says what they were allowed to connect. The gap between them is the conversation.
Walk in with the evidence already written
Every ForgeWatch report carries these mappings, timestamped, with the disposition of each finding. Book a walkthrough and bring your framework.
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