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live01. VERIFIED CASE STUDYEvidence-gated publication

BidPilot

AI-powered RFP analysis and bid writing assistant that helps small businesses find relevant government contracts, analyze requirements, and produce winning proposals.

Production Environment Capture1440 × 900 · Verified WebP
https://bidpilot.vercel.app
bidPilot landing page: AI-powered bid writing dashboard with RFP matches and win-rate charts
The Challenge

Operational Problem

Government RFPs are long, requirement-dense, and easy to misread; small businesses miss qualified opportunities or submit non-compliant proposals.

Engineering Solution

Value Proposition

Find relevant RFPs, analyze requirements, track win-rate performance, and draft proposals with AI — no full-time bid writer required.

Execution Architecture

Core Workflow Pipeline

  1. 1Business describes its capabilities and service history
  2. 2Platform matches relevant open RFPs with fit scores
  3. 3AI analyzes selected RFP requirements into a structured brief
  4. 4Proposal sections are drafted and refined with AI assistance
Deliverables

Verified Capabilities

  • RFP discovery with match-compatibility scoring
  • AI analysis of contract requirements and evaluation criteria
  • Proposal drafting assistance
  • Proposal and win-rate performance dashboard
  • Recent opportunity matching with fit percentages

Technical Architecture

React 19 / Vite single-page client with Express/tRPC backend APIs, PostgreSQL-style data access via Drizzle ORM, and organization-scoped records.

Security & Isolation

Organization-scoped data access and authenticated workspace routes.

Verified Stack
React 19ViteTypeScriptTailwind CSSExpresstRPCDrizzle ORMjose
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