1. Evidence Packages
Treat source artifacts, TEVV outputs, component lineage, operating constraints, known residual risks, and policy criteria as a bounded release evidence package.
NIST Critical Infrastructure Profile Comment
Evidence Packaging and Independent Re-Judgment Patterns
Sovrient supports NIST's development of an AI RMF Profile on Trustworthy AI in Critical Infrastructure and recommends treating release evidence packages as first-class operational artifacts.
Submitter
Khalid I. Majied, Founder and Principal Architect, Sovrient
Contact
Public artifact referenced
https://www.sovrient.com/standards/nist/ai-rmf/playbook/1.0/
Boundary Statement
Sovrient does not claim AI RMF compliance, NIST certification, FedRAMP authorization, or generic GRC replacement. The narrow claim is evidence packaging: converting AI delivery and release evidence into reviewable bundles, manifests, crosswalks, and receipts that support independent review.
Sovrient's NIST AI RMF Playbook standards twin is a derived navigation and evidence-packaging crosswalk. It is not an official NIST artifact. It preserves source references and hashes for the official NIST Playbook PDF, CSV, and JSON downloads, then maps AI RMF Playbook outcomes to evidence families that a reviewer can inspect.
Core Recommendation
The Profile should define a pattern for independently re-judgeable AI release evidence: a qualified reviewer can inspect the evidence bundle, verify its source and integrity chain, apply the same policy pack, and reach the same release verdict without trusting the original vendor narrative.
Seven Recommended Profile Patterns
2. Independent Re-Judgment
Distinguish evidence production from the stronger property that evidence can be verified and re-judged by a qualified reviewer.
3. SSEJ Records
Preserve what was seen, selected, excluded, and justified for release, update, rollback, and incident decisions.
4. AIBOM + Evidence
Link component lineage to evaluation evidence, deployment constraints, included and excluded sources, and acceptance criteria.
5. Hold States
Make stale, incomplete, missing, or out-of-envelope evidence explicit instead of silently promoting to release.
6. Agent Discovery
Publish or provide machine-readable discovery contracts for evidence packages, policy packs, manifests, validation reports, and freshness boundaries.
7. Negative Claims
State what evidence packages do not establish: certification, operational authorization, legal approval, or risk acceptance unless those authorities are explicitly bound.
Demonstration Artifact
Sovrient has published a review-ready standards twin for the NIST AI RMF Playbook. It includes a source catalog, JSON-LD representation of 72 Playbook outcomes, an evidence crosswalk, a validation report, boundary language, and agent discovery wiring.