Your system sends the AI-generated content, the proposed action, and the domain context.
Evidrai Enterprise
A verification layer for AI workflows that carry real consequences.
Evidrai Enterprise adds a structured gateway between AI-generated outputs and the actions they trigger. Every decision is policy-driven, evidence-backed, and fully auditable.
Where Evidrai sits
A verification layer between AI output and the action it triggers.
PASS — proceedREVIEW — route to humanBLOCK — stop the action
The problem
AI gets things wrong. Not randomly — plausibly.
Plausible-sounding errors are the hard ones. They pass human review because they look right. They cause real damage when they reach clients, regulators, or public channels.
Evidrai Enterprise sits between your AI system and the action it would trigger. It checks the evidence, applies your policy, and gives you a structured decision before anything consequential happens.
Pass — evidence supports the outputReview — route to human verificationBlock — evidence contradicts or is absent
How the gateway works
From AI output to decision in one call.
Evidence is gathered, source quality is scored, and material claims are assessed against the evidence.
The gateway evaluates the assessment against your configured policy and consequence level.
Pass, review, or block — with the triggered rules, evidence summary, and audit record.
Pass / Review / Block decisions
Every AI output is assessed against your policy and consequence level. The gateway returns a structured decision — pass it, route it for human review, or block it — with a full evidence trail.
Consequence-aware policies
Configure how strictly the gateway responds based on what is at stake. High-consequence workflows get tighter evidence thresholds. Low-consequence flows pass with less friction.
Auditable decision log
Every gateway decision is written to a tamper-evident audit record: which policy fired, which rules triggered, which claims were assessed, and what the evidence showed.
Domain-specific verification
Policies are scoped to domains — finance, legal, comms, operations — so evidence requirements match the subject matter rather than applying a single generic threshold.
Synchronous API
A single POST to /v1/gateway/verify returns a structured decision inline. No queue polling. No async callbacks required for the critical path.
Scope-controlled access
Gateway access is explicitly scoped. Standard API keys do not inherit gateway privileges. Enterprise credentials are provisioned separately.
Where it applies
Built for workflows where a wrong output has a cost.
Financial services
Block or flag AI-generated investment briefings that contain unverified material claims before they reach clients or compliance review.
Legal and compliance
Route AI-drafted contract summaries or regulatory filings through evidence review before they enter a human approval queue.
Enterprise comms
Intercept AI-generated press releases, board communications, or customer briefings and require human sign-off on any unverified claims.
Research and intelligence
Wrap AI-assisted analyst outputs in a verification layer before distributing to clients or publishing internally.
API
One endpoint. Synchronous. Structured.
POST to /v1/gateway/verify with your AI output, proposed action, domain, and consequence level. Get back a decision, triggered rules, and a full evidence summary — inline, in one response.
Gateway access is provisioned separately from standard API keys. Audit records are written automatically on every call.
gateway:write scope requiredSynchronous responseStructured JSON decisionAutomatic audit record
Early access
Evidrai Enterprise is in private early access.
We are working with a small set of organisations in finance, legal, and enterprise AI to prove the gateway in real workflows before a wider rollout.
If your team is building AI workflows where errors carry compliance, reputational, or financial risk, we want to talk.