UNDERSTAND THE CHALLENGE
The business issue
An AI policy is difficult to operate when the organization does not know where AI is used. A useful inventory connects each use to its purpose, users, information, authority and accountable owner.
PUT IT INTO PRACTICE
Inventory the use, not only the tool
Record the business task, people affected, data sources and decisions influenced. Include embedded vendor features and experimental uses that have moved into normal work. A model name alone does not explain risk; the same model can support a low-consequence drafting task or a material business decision.
Make accountability visible
Assign a business owner and identify technical, risk and operational reviewers. Record the permitted scope and important limitations. An inventory entry should lead to a decision about oversight rather than becoming a static list maintained for an annual presentation.
Keep the record alive
Tie inventory updates to procurement, release and material workflow changes. Review uses whose ownership has changed or whose original purpose has expanded. Retire obsolete entries with a record of what happened to their data, integrations and dependencies. Governance needs a current view of actual use, not an idealized view of approved intentions.
FROM DISCUSSION TO ACTION
A sequence your team can use
Select each stage to explore the proposed action. Adapt the sequence and controls to your business context.
MEASURE WHAT MATTERS
Look for evidence of improvement
Establish a baseline and agree appropriate targets. These are proposed measures, not claims of customer results.
Owner coverage
Active uses with accountable business owners.
Scope clarity
Uses with documented permitted actions.
Unreviewed changes
Material changes awaiting appropriate review.
How Genellipse can help
Genellipse can help map AI uses and establish review workflows with Cortex AI and GeneComply. The first deliverable should be a usable inventory connected to decisions, not an unsupported assertion that every use is compliant.
Cortex AI can support governed agent workflows and review coordination; GeneComply can organize control evidence; GeneSecure can support the agreed security processes. Genellipse helps design responsibilities, access and escalation around the business use case. Neither an AI platform nor a framework mapping automatically establishes legal compliance or transfers executive accountability.
Discuss your business challengeOffice of Responsible AI & Governance, GENELLIPSE
Sources & professional context
The NIST AI RMF is a voluntary risk-management reference, not a certification or a substitute for applicable law. The workflow and examples in this article are Genellipse recommendations.
Original Genellipse editorial analysis, prepared October 10, 2026. References provide context and do not endorse Genellipse. Product scope, integrations and responsibilities are agreed for each engagement.