Reliability

Production reliability for memory-powered AI systems.

We harden retrieval quality, write reliability, explainability, and ops telemetry so your memory stack survives real traffic.

Open portalContact team

Offer

Starter

Contact

Reliability audit + prioritized remediation plan.

Growth

Contact

Implementation sprint for recall quality + observability hardening.

Enterprise

Custom

Custom rollout with governance, SLO targets, and team enablement.

Proof we focus on

  • • Built drift compare pagination + cache metadata for faster triage
  • • Added action-event and daily rollup memory ingestion pipeline
  • • Added time-window recall filtering for today/yesterday/last 24h
  • • Added explainability exports and trace labels for auditability

Current metrics

Intake pipeline tests

3/3 successful

Lead alert delivery

Real-time (Discord)

Ops reliability snapshot

Retry severity: healthy