Crenovent
P13 · Evidence Challenge Console

Know what the answer is based on — and when there isn't enough evidence to act.

Trust belongs inside the commercial decision. Crenovent shows the source, freshness, reconciliation and confidence behind an answer — and visibly degrades or blocks the answer when the evidence can no longer support it.

Don't ask AI to sound certain.
Make certainty earn its way in.Commercial situation · Synthetic demo · Actual product proof embedded
Evidence monitors running across customer, product, engagement, service and revenue context
Just in time · Evidence health changed
Answer confidence degraded

A supporting source no longer meets the current evidence threshold. Crenovent is bounding the answer rather than preserving false certainty.

TMTell Me · “Which customer situations are supported strongly enough to act on this week?”
● CERTIFIED
The current priority set is supported by fresh, reconciled evidence.
Product, engagement, service, lifecycle and revenue evidence agree within the current trust boundary. Recommendations may proceed to their normal policy and approval checks.
0.82Confidence
5 / 5Sources current
ReconciledCross-source state
Tell Me is operating against the same evidence state shown below. Challenge the evidence and the answer must change with it.
ProductAdoption + usage context
Fresh: 12 mincurrent
EngagementMeetings + relationship context
Fresh: 18 mincurrent
ServiceSupport + escalation context
Fresh: 9 mincurrent
RevenueCommercial + finance context
Fresh: 14 mincurrent
LifecycleStage + health context
Fresh: 11 mincurrent
Actual product proof

Customer Full Circle · Trust & Confidence

Actual RevAI Pro capture
Approved website proof
Actual Crenovent Customer Full Circle Trust and Confidence product capture
Trust score reflects reliability of the risk state; confidence reflects certainty of the model output.Current state: high confidence

Challenge the answer

Actual product proof
Signal Sources · freshness, coverage and ingestion health
Actual Crenovent Customer Full Circle signal sources product capture

When evidence weakens, the answer should weaken with it.

S13 is enterprise trust proof, not a “responsible AI” paragraph. The customer can actively break the evidence state and watch Crenovent move from Certified to Degraded to Blocked. The system does not preserve a recommendation simply because it was confident one moment earlier.