AI-Powered Proposal Generation for Government Contractors
PropelAI automates the proposal lifecycle using an APMP-aligned capture methodology, advanced NLP, and graph-based compliance extraction. It reads complex RFPs, extracts requirements across multiple documents, and generates compliant, high-quality proposal drafts.
The Problem
Government proposals are complex, compliance-heavy, and time-consuming. Firms spend hundreds of hours on each RFP response, with inconsistent quality and frequent compliance gaps. Traditional approaches rely on manual review that misses requirements and produces inconsistent outputs.
The Solution
PropelAI automates the proposal lifecycle using an APMP-aligned capture methodology, advanced NLP, and graph-based compliance extraction. It reads complex RFPs, extracts requirements across multiple documents, and generates compliant, high-quality proposal drafts — achieving 95%+ extraction accuracy and 87/100 quality scores.
The PropelAI Pipeline
From RFP ingestion to quality-scored proposal drafts — an end-to-end automated workflow.
RFP Ingestion
Multi-document upload and parsing across complex RFP packages.
Requirement Extraction
AI-powered extraction of compliance requirements with 95%+ accuracy.
Compliance Mapping
Graph-based mapping of requirements to organizational capabilities.
Draft Generation
Automated proposal drafts using APMP-aligned capture methodology.
Quality Scoring
Autonomous quality assessment scoring 87/100 on generated proposals.
Performance Metrics
Built With
Why I Built PropelAI
After years of leading proposal efforts across government contracts worth hundreds of millions of dollars, I saw the same painful pattern repeat: talented teams spending weeks manually reviewing RFPs, cross-referencing compliance requirements across multiple documents, and producing inconsistent draft responses.
The process was ripe for AI transformation. PropelAI was born from the belief that the proposal process should be a competitive advantage, not a bottleneck. By combining the APMP-aligned capture methodology with modern AI — Claude for generation, RAG for knowledge retrieval, and graph-based processing for compliance mapping — we've built a platform that achieves near-perfect compliance extraction and dramatically accelerates the proposal lifecycle.
PropelAI represents what I love most: taking a real operational problem and building a technology solution that actually works.