1
Inputs
Validated values arrive from the compliance engine.
ContractrawId · sanitizedText · hourlyRate
AZURE · DRE COMPONENT
Azure AI Consensus Wrapper Flow
Multi-agent evaluation followed by deterministic TypeScript routing.
2
Build prompt
A JSON payload and strict response instruction are assembled.
ConstraintReturn valid JSON matching the supplied schema.
3
Parallel invocation
Promise.all launches three Azure OpenAI calls.
ConcurrentcallAgentA · callAgentB · callAgentC
4
Three evaluations
Each returns vote, confidence, intent and reasoning.
Agent ASchema validator
Agent BDomain expert
Agent CAnomaly detector
5
Deterministic referee
TypeScript counts approve, modify and reject votes.
No model routingBranch selection is explicit and reproducible.
6
Decision branches
Thresholds produce hard reject, reconstruct, commit candidate or human escalation.
Safe stateUnresolved cases remain blocked for review.
7
Consensus result
A typed object retains outcome and every agent response.
Outputstatus · action · responses · narrative
Security Reliability and Determinism
Secure configurationExternalized secrets
Low variabilityTemperature 0.1
Strict JSONValidated structure
Safe defaultsProtected fallback
Error handlingLogged and propagated
AuditabilityVotes and branches retained