The operating model for semantic governance: the processes, tooling, and ownership structures by which an organization maintains canonical definitions across AI systems.
Meaning Operations (MeaningOps)
In Practice
Where semantic governance is the discipline, Meaning Operations is how it runs day to day — who owns a definition, how it is reviewed, and how changes are recorded. It keeps a Meaning Room current and resolvable as systems change.
Why This Matters
Meaning must be maintained continuously, not defined once and forgotten. Without an operating model, even well-governed definitions quietly drift back out of alignment.
See It In Practice
How the same term — “Resolved” — is understood differently across domains:
- Support
- → Ticket closed
- Engineering
- → Fix deployed
- Customer
- → Problem actually gone
- AI Team
- → Auto-classified complete
How this connects
- Meaning Operations (MeaningOps) sustain Shared Meaning
- Meaning Operations (MeaningOps) enact Semantic Governance