ARCHITECTURE FOUNDATION READY
AI Sales Command Center for Modern Engineering Agencies
Transform reactive marketplace bidding into high-precision, explainable, and grounded sales intelligence. Grounded in real portfolio facts, verified with 12-factor quality checks, and strictly gated by human approval.
AI Provider Abstraction
Multi-provider engine supporting OpenAI (GPT-4o), Anthropic Claude 3.5, and Google Gemini with runtime fallbacks, Zod validation, and token cost tracking.
7-Factor Opportunity Scoring
Explainable AI scoring classifying RFPs into HOT, GOOD, REVIEW, and SKIP with clear business rationales and pgvector portfolio similarity matching.
Zero-Hallucination & Quality Gate
Automated 12-factor proposal audit that strictly blocks proposals containing unverified claims, fabricated case studies, or generic cliches.
End-to-End Intelligence Pipeline
1
Marketplace Ingestion2
RFP Deep Analysis3
Explainable Scoring4
Portfolio Matching5
Proposal Synthesis6
Human Approval