GV-4.1: AI risk management is integrated into broader enterprise risk
AI risk feeds the enterprise risk register + tracking.
Last reviewed October 2026
Why GV-4.1 evidence is hard
Integration means AI findings reach the same register as everything else the enterprise tracks. No probe settles that - the wiring does. Findings export as JSON and fan out to SIEM destinations, and each carries a stable identity, so a re-observed issue updates its existing entry instead of arriving as a fresh one and inflating the register. Whether that register is the enterprise one is your integration decision.
How Penaxtra maps to GV-4.1
NIST AI 600-1 asks what you measured and what you did about it. The GV-4.1 identifier rides the finding into the evidence export, and the append-only audit log carries the other half: which scans ran, against which assets, on what schedule. Every finding carries the probe that was sent, a SHA-256 digest of the response it provoked, the tier that decided the verdict and its status history from first observation to close. Identity survives a re-scan: a control you closed and that comes back reopens under the same row with a reopen count, rather than arriving as a new issue.
GV-4.1 capabilities
Findings tagged with the NIST AI 600-1 GV-4.1 identifier
Penaxtra severity for this control (medium)
Cross-framework identifiers attached to the same finding where controls overlap
PDF and JSON evidence export with the control identifier attached
GV-4.1 control coverage
Findings for GV-4.1 carry the NIST AI 600-1 GV-4.1 identifier along with the corresponding control identifiers in the other frameworks Penaxtra maps, so one result is reflected across each mapped framework.
Frequently asked
What is GV-4.1 (AI risk management is integrated into broader enterprise risk)?
AI risk feeds the enterprise risk register + tracking. It is a NIST AI 600-1 control; Penaxtra assesses it at medium severity.
How does Penaxtra test for GV-4.1?
NIST AI 600-1 asks what you measured and what you did about it. The GV-4.1 identifier rides the finding into the evidence export, and the append-only audit log carries the other half: which scans ran, against which assets, on what schedule. Every finding carries the probe that was sent, a SHA-256 digest of the response it provoked, the tier that decided the verdict and its status history from first observation to close. Identity survives a re-scan: a control you closed and that comes back reopens under the same row with a reopen count, rather than arriving as a new issue.
Does a finding for GV-4.1 help with an audit?
Each finding is tagged with the NIST AI 600-1 GV-4.1 identifier and exported in the PDF and JSON evidence pack, so it appears on the auditor control list with the identifier already attached.