AI-Powered VC Intelligence
An AI-driven due diligence platform that automates startup research, 8-category intelligence aggregation, and investment report generation. Powered by Claude Sonnet 4 with Mistral and OpenAI fallback — 6-dimension scoring, 5,000+ outcome patterns, EU regulatory intelligence built in.
6-Dimension Scoring
Claude + Mistral + OpenAI
8 Data Source Categories
Stage-Calibrated
The Problem
Why VC due diligence is broken
Analysts spend 40+ hours per deal manually researching founders, markets, and competitors across scattered sources.
Quality varies by analyst. No standardized framework means critical signals get missed on some deals.
Weeks to produce a single investment memo. Hot deals close before diligence is complete.
Insights from past deals aren't reused. Each evaluation starts from scratch with no institutional memory — and EU-specific data (EIC grants, BPI France, INPI filings, AMF disclosures) is completely ignored.
Features
End-to-end AI-powered due diligence pipeline
Deep founder assessment covering background, track record, network, technical depth, leadership, resilience, market insight, and integrity — weighted 25% of the 6-dimension Kairos Score.
Automated TAM/SAM/SOM verification, timing analysis, and market opportunity scoring from public and premium data sources.
AI-generated competitive landscape analysis with positioning, differentiation assessment, and moat evaluation.
Automated tracking across 8 data categories: digital presence, GitHub activity, hiring signals, customer sentiment (G2/Capterra/Glassdoor), alternative data (patents, filings), and Crunchbase/PitchBook/F6S API integrations.
9-signal fundraising timing model, pivot detection from hiring/GitHub signals, key-person risk analyzer, and exit window forecasting with sector-specific multiples (AI: 22× ARR, Cybersecurity: 18× ARR, SaaS: 9.5× ARR).
Investment memos, due diligence reports, competitive analysis decks, and risk assessments generated in minutes.
Performance
What Kairos VC delivers
8
Intelligence source categories
6
Kairos Score dimensions
<30m
Full report generation
3
Stage-calibrated models
4
LLM providers supported
360°
Deal assessment coverage
Tech Stack
Python, FastAPI, PostgreSQL + pgvector, Redis, SQLAlchemy, Alembic
Claude Sonnet 4 (primary reasoning), Mistral + OpenAI (fallback), Ollama (local), sentence-transformers, spaCy NLP
Next.js 16, React 19, Tailwind CSS, Radix UI, Recharts, Zustand
Playwright, Selenium, BeautifulSoup, httpx, LinkedIn, GitHub, F6S
Docker Compose, JWT auth, API keys, structlog, rate limiting
Pytest, Playwright E2E, Vitest, TanStack Query
Looking for AI-powered due diligence or startup scaling expertise? Explore our consulting services.
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