Your investment thesis, applied automatically to every deal
Forward an email, upload a deck, connect your CRM, or paste a URL. RAI ingests from any source, enriches with external databases, and evaluates every company against your specific criteria — delivering scores, evidence, and rationale you can act on.
How it works
Send it in
Forward an intro email, upload a pitch deck, paste a URL, drop a CSV, or let your CRM push deals automatically. RAI extracts every company mentioned — even from newsletters and tracking links.
We research it
RAI scrapes company websites, resolves redirect links, detects hub pages, extracts data from pitch decks, and enriches every company with funding, headcount, and market signals from external databases — automatically.
You get a verdict
Each company is scored against your thematics with evidence, rationale, matched criteria, and red flags. High-scoring deals trigger instant notifications. Export results as CSV for your team.
Every source. One pipeline.
Deal flow arrives from everywhere — forwarded emails, PDFs from bankers, CRM deal updates, newsletters with 20 companies buried inside. RAI ingests from all of them without manual cleanup.
Email Forwarding
Forward any email. We extract companies, resolve tracking URLs, and process attachments.
Pitch Decks
Upload PDFs. AI extracts startup details, founder info, and funding stage.
URLs & Websites
Paste a link. Multi-page scraping with hub page detection gets the real content.
Batch Upload
Drop a CSV of companies. Bulk processing with deduplication built in.
CRM Integration
Connect your CRM to automatically push new deals into the evaluation pipeline via webhooks.
Your criteria. Your lens. Applied consistently.
Define thematics that reflect what your organization actually cares about — not generic dimensions like "team quality", but specific lenses like "offshore energy storage", "Series A SaaS for Nordic enterprises", or "SOC2-compliant vendor under 200 employees."
- Must-have criteria use weighted gating — independently verified criteria count more than LLM-only claims
- Proportional scoring — partial criteria matches are reflected, not ignored
- Criteria verified against external data (funding, headcount, location) — not just LLM assertions
- Red flags detected and penalized with transparent reasoning
- Evidence cited from specific sources — not generic assertions
- Evaluation lens adapts to your org type: VC, PE, Corporate, or Startup
Deeper than a website scrape
RAI goes beyond marketing copy. It resolves tracking links, enriches companies with funding and headcount data from external databases, detects hub pages, and combines multiple data sources to build a complete picture before scoring.
Smart URL Resolution
Tracking links, URL shorteners, and newsletter redirects are automatically resolved to the actual company website.
Multi-Page Scraping
Not just the homepage. RAI crawls about pages, team pages, product pages, and technology sections for a complete view.
Hub Page Detection
If a link points to a Crunchbase profile instead of the real site, RAI detects it and scrapes the actual company website.
Pitch Deck Analysis
AI-powered extraction of startup details, financials, founder info, and competitive positioning from uploaded PDFs.
Data Enrichment
Funding history, employee headcount, hiring trends, web traffic, accelerator participation, and investor networks — pulled from external databases, not just the website.
Global News Monitoring
Recent press coverage, partnerships, and media mentions from thousands of outlets worldwide — automatically collected and included as evaluation context.
GitHub Activity
Engineering velocity, open-source activity, commit frequency, and contributor count — pulled directly from GitHub to validate technical progress.
Adaptive Feedback
Rate any evaluation with a thumbs up or down. Approved feedback is injected into future evaluations so RAI continuously learns what matters to your team.
Built for every team that evaluates companies
Whether you're triaging inbound at a seed fund, screening acquisition targets, evaluating vendors for procurement, or qualifying your own BD pipeline — RAI adapts its evaluation lens to how your organization thinks.
Venture Capital
- Triage 100+ inbound deals per month from email, CRM, or CSV
- Score every company against your fund thesis automatically
- Evaluation lens adapts to VC priorities: traction, team background, and stage fit
- Surface high-fit companies before your competitors respond
Private Equity & M&A
- Screen acquisition targets against hyper-specific strategic mandates
- Must-have gating enforces non-negotiable financial or operational requirements
- Evaluation lens adapts to PE priorities: maturity, margin potential, and deal feasibility
- Evidence-backed scores support IC presentations and investment committees
Corporate Innovation & Procurement
- Evaluate vendor and startup shortlists against enterprise requirements
- Enforce SOC2, HIPAA, or other compliance must-haves as hard gates
- Evaluation lens adapts to Corporate priorities: technology fit, deployment complexity, and vendor viability
- Connect your CRM to push procurement pipeline automatically
Startups & BD Teams
- Qualify your investor pipeline — score VCs against your stage and sector
- Evaluate potential customers for ICP fit before your sales team engages
- Screen partnership opportunities against complementarity and mutual benefit
- Build and deliver curated target lists with scored, evidence-backed rationale