AI-native knowledge engine for teams that compete for bids and proposals, continuously learning from every bid, outcome, and evaluator comment to compound organizational knowledge. Ingests full documents into a performance-linked knowledge graph and provides an agentic AI assistant to plan, analyze, draft, surface proven answers, identify risks, and align submissions with evaluator scoring.