Venture Capital Services

Here Be Dragons — AI Infrastructure for VC & PE Firms

We build portfolio intelligence platforms, fund accounting systems, and deal flow engines for some of the largest venture capital and private equity firms.

Our Capabilities

Deal Flow & Pipeline Automation

  • Automated intake and CRM integration for inbound deals
  • AI-driven triage, tagging, and prioritization
  • Workflow orchestration across partners and associates

Pitchdeck & Document Intelligence

  • Extracting key data (financials, markets, teams) from pitch decks
  • Categorizing startups by stage, sector, and geography
  • Summarizing competitive landscapes and industry context

Data Enrichment

  • Startup data: company profiles, traction metrics, market size
  • Founder data: background, experience, track record, credibility signals
  • Investor data: portfolio tracking, network mapping, syndicate overlaps
  • Continuous refresh of news, hiring, fundraising, and press mentions
  • Custom Chrome extension for ingesting data directly from LinkedIn, Gmail, and DocuSign documents into VC workflows

Data Infrastructure

  • Migration of unstructured records (emails, decks, PDFs, notes) into structured databases
  • Schema design for startups, founders, investors, and deals
  • Hybrid search (vector + text) for precision recall
  • Building knowledge bases that scale with the firm's growth

Advanced Research & Search Tools

  • Reverse search engine for startups ("describe a company" → get likely matches)
  • Automated market research on industries and TAM/SAM/SOM analysis
  • Monitoring of competitors, emerging players, and regulatory changes

Fund Accounting & Portfolio Management

  • Pulse: a fund accounting and portfolio system built for finance teams at Silicon Valley VCs
  • Automation of capital calls, distributions, and investment schedules
  • Real-time reporting on portfolio performance and fund exposure
  • Streamlined workflows for finance and operations teams

Why Work With Us?

  • Coverage: Never miss opportunities hidden in your pipeline
  • Speed: Fast synthesis of noisy inputs into actionable insights
  • Memory: Institutional knowledge made searchable and reusable
  • Data Quality: Trusted, enriched information to base decisions on
  • Operational Insight: Automated reporting for finance and portfolio teams

Get in Touch

Have a fund operations or portfolio intelligence challenge? Let's talk.