Uvenza Agency

Awaiting decision

Demos in the Release Queue

Ready to send

Passed every gate · safe to ship

Blocked

Critical claim unsupported or conflicting

Agents online

5 / 5

Full evidence-gated pipeline · LIVE

AI Agent Pipeline

From official source capture to send decision.

5 of 5 live

Source Harvester

Live

agents/source_harvester.py

Captures the official clinic website before demo creation.

Outputs

Pages · Screenshots

Images · Videos

Schema (JSON-LD)

Internal · External Links

Runs first Captures source before any demo copy exists

Fact Extractor

Live

agents/fact_extractor.py

Converts collected source material into approved facts.

Outputs

approved_facts.json

rejected_facts.json

evidence_matrix.xlsx

Gates builder Only approved facts can enter the demo

Constrained Builder

Live

agents/constrained_builder.py

Creates the demo using only approved facts.

Rule If it is not approved, it does not enter the demo.

Build rule Creates and deploys from approved facts only

Secret Agent 007

Live

agents/evidence_inspector.py

Audits the finished demo against the official website.

Outputs

evidence_matrix.json

evidence_matrix.xlsx

fact_audit_report.md

unsupported_claims.json

Runs fourth Audits the deployed demo against the source Realtime via audit_jobs.release_decision

send_decision

Live

agents/send_decision.py

Decides whether the demo can be sent to the client.

Decisions

READY_TO_SEND NEEDS_FIXES BLOCKED_DO_NOT_SEND

Final gate READY_TO_SEND only when critical claims pass Writes release_decision.json

Live Runs

audit_jobs rows · streamed via Supabase Realtime · last 12.

0 tracked

Blockers Inbox

Critical claims that must be removed, replaced, or sourced before send.

2 open
blockers

Source audit_jobs.release_decision (JSONB) · Surfacing top 12 by lowest confidence_pct · Realtime live

Sign in to Uvenza

AI Agent Pipeline

Live Runs

Blockers Inbox