How Founders Use AI
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Fundraising
Strategy & The AI-Native Founder
Can AI build your financial model and get your numbers ready for due diligence?
AI is a strong editor and a weak author of financial models: it explains concepts, stress-tests assumptions, and drafts scenario logic well, but it hallucinates spreadsheet structure, so the pattern that works is starting from a proven template and using Claude or ChatGPT to customize and interrogate it. Founders also use AI to pre-run diligence on themselves, checking that ARR definitions, SAFE dilution math, and the cap table hold up before an investor's model finds the gaps.
Go deeper
12 resources.
📄
Read an article
10
🔧
Use a tool
2
📄 Article
The clearest line on where AI-generated models break in front of investors, from a valuation shop that reviews them for a living.
Lior Ronen (Finro)
2025
Open finrofca.com →
🧭 Guide
The startup-CFO firm behind hundreds of venture-backed companies lays out exactly what financial diligence will probe.
Kruze Consulting
2024
Open kruzeconsulting.com →
📄 Article
The stacked-SAFE dilution surprise that ambushes founders at Series A, explained with real numbers before you sign the next cap.
Kruze Consulting
Feb 2026
Open kruzeconsulting.com →
🧭 Guide
Current market medians for caps and discounts by stage, the sanity check for whatever terms AI helps you draft.
Waveup
2026
Open waveup.com →
🧭 Guide
A lawyer-written cap table guide with worked dilution examples and vetted templates, a trustworthy skeleton to iterate on with AI.
Promise Legal
2025
Open promise.legal →
📄 Article
A VC shows the reclassification audit investors now run on ARR, and the Claude prompt to run it on yourself first.
Chris Tottman (Notion Capital)
Jul 2026
Open the-founders-corner.com →
📄 Article
If you build with AI, data provenance is now a diligence killer; this explains what documentation keeps your round alive.
Startups Magazine
Jul 2026
Open startupsmagazine.co.uk →
🧭 Guide
A stage-appropriate checklist so your early-stage diligence folder is complete without being bloated.
RaiseTalks
Sep 2025
Open raisetalks.com →
🧭 Guide
Written from the investor's side of the table, so you assemble numbers in the order diligence will actually read them.
GoingVC
2024
Open goingvc.com →
📄 Article
The prompt library investors point at early-stage companies; run it against your own numbers before they do.
Petar Dimov (22nd Century Frontier)
Mar 2026
Open 22ndcenturyfrontier.com →
🛠 Tool
Two decades of proven model templates rebuilt around AI: start from structure that works, customize with Claude or ChatGPT, verify before trusting.
Taylor Davidson
2026
Open hemrock.com →
🛠 Tool
Model your SAFEs, rounds, and exit waterfall properly so the dilution answer you give investors is actually right.
Taylor Davidson (Hemrock)
2026
Open hemrock.com →
Also in Starting Up
The same ground, over in Raise money , our Starting Up track.