V14 / Audit ledger

Conversational AI for teams that need receipts.

A more serious direction for regulated buyers: every answer, retrieval, tool call, and handoff has a visible trail.

09:42:03Customer verifiedconfidence 0.98
09:42:07Policy retrieveddelivery-change-v4
09:42:11Tool call proposedreschedule_delivery
09:42:12Action completedhuman-review false
09:42:14Eval case storededge intent: schedule
Ledger

The difference between a demo and production is what happens after the first wrong answer.

Trace

Conversation replay

See the user input, retrieved source, model decision, tool call, and final answer in one place.

Gate

Eval thresholds

Ship updates only when core journeys stay above the agreed bar.

Repair

Failure triage

Turn poor answers into test cases, policy updates, or product decisions.

DiscoverMap policies, edge cases, data owners, and hard no-go zones.
PrototypeExercise the riskiest conversations against real source material.
IntegrateConnect APIs with narrow permissions and observable failure paths.
OperateReview eval drift, contact drivers, and handoff quality weekly.
Audit brief

Tell us what must be traceable.

Short brief is fine. We reply within one working day with fit, next steps, and any risks we can already see.

Phone / WhatsApp
+44 7783 990485
Office
182-184 High Street North, London E6 2JA