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AveroLab
liveTarget: Small and mid-sized businesses pursuing government contracts without a full-time bid writer.

BidPilot

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

Engineering Value PropositionFind relevant RFPs, analyze requirements, track win-rate performance, and draft proposals with AI — no full-time bid writer required.
Live Deployment Verified Case Study Verified: 9/28/2026
Authentic Deployment Capture1440 × 900 · WebP Binary
https://bidpilot.vercel.app
bidPilot landing page: AI-powered bid writing dashboard with RFP matches and win-rate charts
01 · Operational Challenge

The Problem Addressed

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

02 · System Workflow

End-to-End Execution Flow

  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
03 · Core Capabilities

Verified Technical Features

  • 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.

AI Integration:

LLM-assisted RFP requirement extraction and proposal drafting tuned for government contracting workflows.

Security Posture

Organization-scoped data access and authenticated workspace routes.

Status:Verified allowlist boundaries & CSRF / origin validation.
04 · Verified Technology Stack
React 19ViteTypeScriptTailwind CSSExpresstRPCDrizzle ORMjose
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