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Darwin - AI Executive Board & Venture Validation Engine

Darwin - AI Executive Board & Venture Validation Engine

Darwin acts as an AI-powered executive board for startup founders, featuring a multi-agent debate engine with 5 specialized agents evaluating venture viability.

Darwin is a full-stack multi-agent AI system designed to act as an executive board for startup founders. It simulates rigorous boardroom debate across 5 specialized AI personas to stress-test business models, financial models, and go-to-market strategies.

Problem

Founders struggle with biased validation and lack accessible, objective advisory boards to stress-test business ideas and execution plans.

Solution

Darwin orchestrates 5 autonomous AI executive personas across 3 structured debate rounds to critically analyze market fit, unit economics, risks, and execution milestones.

Features

5 autonomous AI executive specialist agents
Structured 3-round multi-agent debate engine
Hard deterministic constraint enforcement
Actionable blueprint and roadmap generation

Screenshots

Darwin AI Executive Board interface preview
Darwin multi-agent debate dashboard

Architecture

  1. 1User submits startup pitch and key parameters
  2. 2Orchestrator initiates parallel specialist evaluations (Product, GTM, Finance, Tech, Risk)
  3. 3Multi-round adversarial debate synthesizes consensus and reveals risks
  4. 4Deterministic formatter produces structured executive blueprint

Tech Stack

FastAPINext.js 14Vertex AIFirebaseGoogle Cloud Run

Future Roadmap

  • - Add live competitive intelligence feeds
  • - Integrate automated pitch deck analysis
  • - Expand investor persona simulations
View Source Live Demo