Monitor
Real-timeConfidence-scored retrieval. Source tiering. Freshness metadata on every knowledge node. You know what your agent knows — and how trustworthy it is.
ACE — Adaptive Context Engine
ACE is the Adaptive Context Engine — infrastructure that actively monitors, verifies, and maintains the knowledge your AI agents operate on.
Not better memory. An immune system.
3 sources need
attention
API schemas change. Compliance requirements shift. Business context evolves. Your agent doesn't know.
It just answers confidently from expired information.
Every AI memory product stores what you said. None of them check if it's still true.
That's a filing system, not an immune system.
95% of AI pilots deliver no measurable ROI. Not because AI doesn't work.
The gap isn't capability. It's trust.
Confidence-scored retrieval. Source tiering. Freshness metadata on every knowledge node. You know what your agent knows — and how trustworthy it is.
Proactive staleness detection. Knowledge Half-Life calibration per domain. The system goes looking for problems before they cause failures.
Knowledge Bill of Materials. Provenance trails. Audit-ready compliance. Every decision traced to the knowledge that informed it.
Knowledge Freshness SDK — open source, coming soon. Works across Claude, Cursor, Copilot, and any AI tool.