Thesis Assassin — Pre-Investment Falsification for VCs
An AI red team for early-stage investors that systematically attacks an investment thesis on demand — surfacing hidden assumptions, generating counterexamples, and producing an IC-ready brief of what would have to be true for the deal to work.
early-stage VC partners and IC members writing investment memos
- Auto-extracted list of every assumption embedded in a memo, deck, or note
- Devil’s-advocate mode that generates the strongest counterarguments to each assumption
- A 'failure-mode library' populated from prior post-mortems in the firm’s own portfolio
- IC-ready one-pager summarizing which assumptions held up under attack and which didn’t
The falsification engine is trending on GitHub because epistemics-focused tooling is novel; applying it to pre-investment diligence targets a category with budget that has no equivalent today.
Multiple 2025/2026 roundups catalog AI tools for VC memo writing and due diligence, and one report cites ~40% task-time reduction with ChatGPT, but the specific 'attack my thesis' use case is a narrow slice of a small user base.The 6 Best AI Apps for Venture Capital Firms in 2025 (Free & Paid) ↗Venture Capital (VC) Management Software Market Size Report, 2035 ↗
Catalogued VC AI tools (Saner, ChatGPT, Granola, Consensus, Gamma, Attio, Energent, Affinity) cover sourcing, deck summary, CRM, and diligence — none specifically offer adversarial thesis falsification / counterexample generation.The 6 Best AI Apps for Venture Capital Firms in 2025 (Free & Paid) ↗Best AI Tools for Venture Capital (2026): Deal Flow & Due Diligence ↗
VC teams pay real seat prices (Attio Plus ~$29/user, Pro ~$59, Enterprise ~$119; ChatGPT Pro $20; Saner $8–16) and firms budget for tools, but total addressable market of early-stage VCs making IC-stage decisions is small (~thousands of firms).The 6 Best AI Apps for Venture Capital Firms in 2025 (Free & Paid) ↗
Pre-investment thesis evaluation is a permanent IC ritual and adversarial/reasoning methodologies persist; underlying VC software market projected 10.5% CAGR to $0.81B by 2035, indicating durable demand.Venture Capital (VC) Management Software Market Size Report, 2035 ↗
Essentially prompt engineering + RAG over pitch decks/memos with structured counter-thesis output; no novel ML required, only LLM API calls, OCR, and a clean document workflow — buildable in weeks, not months.The 6 Best AI Apps for Venture Capital Firms in 2025 (Free & Paid) ↗