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 now drafts a linked financial model well (Claude for Excel, ChatGPT), but every number in it is an assumption you have to own, so the pattern that works is to let it draft or adapt a proven template and then use it to explain and stress-test each driver before an investor does. 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.
Part of Financial model on eChai Explore.
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.