Internal R&D · Engineer · 2025
WINRATE
An autonomous RFP-response platform with 5-agent orchestration
- Multi-agent
- pgvector
- Hybrid search
- SSE
- TypeScript
The constraint
One missed compliance requirement disqualifies an entire bid, so the compliance agent is a gate rather than a reviewer, and a human signs off at each quality checkpoint.
What it is
Turns a request for proposal into a drafted, compliance-checked response through a pipeline of specialized agents with human checkpoints.
What shipped
- Five-agent orchestration (orchestrator, analyzer, writer, compliance, QA) over hybrid pgvector and keyword search.
- Real-time SSE streaming so a person can watch the work happen, with human-in-the-loop checkpoints at each quality gate.
Measured outcome
- Drafts compliance-checked RFP responses with a human approving at every gate.
Screens
