The profile’s four services are:
1. Semantic Audit - documentation and schema review; - stakeholder interviews; - conflict identification; - risk prioritization.
2. Terminological Governance - authoritative definitions; - ownership; - change and deprecation protocols; - integration with data governance.
3. AI-Ready Infrastructure - semantic layers; - prompt standards; - contextual metadata; - implementation planning.
4. Semantic Data Loss Prevention - semantic-asset inventory; - exposure analysis; - filtering and monitoring; - incident response.
The engagement phases are:
The profile addresses organizations deploying AI at scale, operating in regulated environments, or experiencing context and terminology failures.
Referenced by 53 other entities in the archive. See the full Knowledge Graph for reference paths, or the primary record for the full deposit with reference details.