AI for Venture Capital: Claude Tools for VC Deal Screening and Portfolio

Venture Capital and AI

Venture capital investment decisions combine quantitative analysis (cap table math, fund economics, comparable returns) with qualitative judgment (team, market, technology). Claude with ClaudeFinLab handles the quantitative layers — freeing VCs to focus on the judgment-intensive work of picking and supporting winners.

Deal Screening and Market Sizing

• "The company is targeting the US B2B SaaS security market. TAM: $38B (Gartner 2026). SAM: mid-market companies (100-2000 employees), ~120,000 companies. ASP $18K/year. Current ARR: $1.2M, 65 customers. Is the TAM/SAM sizing methodology reasonable? What market share is needed to reach $50M ARR?"
• "Analyze this SaaS company's unit economics: CAC $12,400, LTV $48,600, payback period 14 months, gross margin 78%, net revenue retention 118%. How do these compare to top-quartile B2B SaaS benchmarks and what does it imply about scalability?"
• "Build a bottom-up revenue model: 3 SDRs generating 8 SQLs/month each, 30% SQL-to-demo, 25% demo-to-close, ACV $18K, 3-month sales cycle. What ARR does this sales motion generate over 24 months as SDR count scales from 3 to 10?"

Cap Table and Dilution Modeling

Cap table math is foundational VC work — every financing round, SAFE, and option grant changes ownership:

• "Model the Series A: pre-money $18M, Series A investment $6M, option pool expansion 10% pre-money on a fully diluted basis. Founders own 62%, seed investors 28%, employees 10% (pre-round). What are the post-Series A ownership percentages for each stakeholder?"
• "We have $2.4M of SAFEs outstanding: $800K at $6M cap, $1M at $8M cap, $600K at $12M cap. Series A priced at $16M pre-money. Convert all SAFEs and show the ownership table after conversion and Series A investment of $4M."
• "Model the anti-dilution adjustment: investor holds 500,000 Series A preferred shares at $3.00 per share (weighted average anti-dilution). Down round: Series B at $2.00/share, $3M raised. What is the adjusted conversion price and how many common shares does the Series A investor now convert into?"

Fund Economics: GP/LP Waterfall

• "Model the fund waterfall for a $100M venture fund: 2% management fee on committed capital for 5 years, then 2% on invested capital. 8% preferred return (hurdle rate). 20% carried interest on profits above hurdle. Gross fund return: 3.2x MOIC over 10 years. Calculate: total management fees, total LP distributions, carried interest, and net LP MOIC."
• "Two GP carry structures: (A) European waterfall — carry only paid after all capital returned plus hurdle; (B) American waterfall — carry paid deal-by-deal. Fund has 8 investments: 3 winners (5x, 4x, 3x), 3 middlers (1.5x, 1.2x, 1.1x), 2 write-offs (0x, 0x). Which structure pays more carry and why?"
• "The fund is in its 7th year. Portfolio: 6 realized at 2.8x blended MOIC, 4 unrealized at cost ($14M). Distributions to LP: $42M. LP invested $50M. Has the preferred return (8% compounded annually) been met? How much carry is the GP entitled to?"

Exit Modeling

• "Model exit scenarios for our Series B investment: we invested $8M for 15% ownership at a $48M post-money. Exit multiples: 1x revenue (bear), 5x revenue (base), 10x revenue (bull). Current ARR $6M, growing 80% annually. Exit in 4 years. Calculate our proceeds and MOIC for each scenario."
• "Apply the liquidation preference waterfall: 1x non-participating preferred for Series A ($5M), 1x participating preferred (capped at 3x) for Series B ($12M). Company sells for $30M. How much do common shareholders (founders + employees) receive?"
• "Model the IPO scenario: company goes public at 15x NTM revenue. Current ARR $42M, growing 65% — NTM ARR forecast $68M. We own 8% post-IPO. What is our position value and what lockup period should we model for liquidity?"

Portfolio Company Monitoring

• "Build a monthly portfolio dashboard: for each company, track ARR, MoM growth, gross margin, burn rate, runway (months at current burn), and key KPIs. Flag companies with runway under 9 months."
• "Company XYZ missed its Q3 plan by 35%: ARR $3.2M vs $4.9M target, burn $480K/month, 11 months runway. Draft the board intervention framework: what are the milestones needed to raise a bridge vs. need to start an M&A process?"

SAFE and Convertible Note Analysis

• "Compare these three SAFE structures for a founder: (A) $1M SAFE at $6M cap, no discount; (B) $1M SAFE at $8M cap, 20% discount; (C) uncapped SAFE with 20% discount. Price a Series A at $12M pre-money and show ownership for each structure."
• "Convert this note: $500K convertible note, 8% interest, 2 years outstanding, $8M cap, 20% discount. Next round priced at $18M pre-money. Apply conversion and show ownership."

Recommended MCP Setup

{
  "mcpServers": {
    "claudefinlab-valuation": {
      "url": "https://claudefinancelab.com/valuation/sse",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    },
    "claudefinlab-startup": {
      "url": "https://claudefinancelab.com/startup/sse",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}

Related Articles

• Startup Financial Modeling: LTV, CAC, and Runway
• Private Equity AI: LBO and Portfolio Management
• M&A: Deal Screening and Synergy Modeling