Product Market Fit

Product Market Fit

AI Agent Templates

Stress Test Your Startup with Claude

The end-to-end system to find and fix every weakness a fund would flag in your story using the new Agents for financial services

Guillermo Flor's avatar
Guillermo Flor
May 08, 2026
∙ Paid

Anthropic just released 10 agent templates for financial professionals: pitchbooks, IC memos, due-diligence checklists, DCF and comp models, valuation reviewers.

These are the templates an analyst pulls up when their fund is evaluating you.

So run (some of) them on yourself first. Every hole a VC/ PE analyst would flag in your DD is a hole you can find this weekend. Every weak section in their IC memo is one you can rewrite before a partner ever opens the file.

📚 By the end of this guide you’ll have a self-DD operating system: a Claude project that audits your data room like a PE analyst, builds the model the VC will build, generates the IC memo a partner would write about you and simulates the 30 hardest questions you’ll get in the partner meeting.

A note on stage. The qualitative sections (DD checklist, market map, IC memo, mock meeting) run at any stage, while the numerical sections (unit economics, model audit) get sharper with traction.


Inside you will find:

  1. How to Set Up the Self-DD Project

  2. How to Run a PE-Grade Diligence Checklist on Yourself

  3. How to Audit Your Unit Economics Like a PE Analyst

  4. How to Build the Model the VC Will Build

  5. How to Map Your Market Like a Sell-Side Analyst

  6. How to Generate the IC Memo Before They Do

  7. How to Run the Mock Partner Meeting


PS: I’m partnering with Deel to fund up to 10 founders with $1,000,000 🤑

Apply now


👋 Just a quick note before you continue!

Building great AI systems and agents is quickly becoming one of the most important advantages a startup can have. So we’ve been building non-stop and this will become a much bigger part of PMF going forward.

From now on, as a premium subscriber, you’ll get access not just to the best resources on fundraising and growth (160+ Playbooks, 65+ Success Stories, 30+ Pitch Deck Collections, 25+ Investor Resources), but also:

  • 🤖 3+ New AI agent Templates Every Week

  • 📚 A Growing Library of 20+ AI Agents

Here, few examples:

  • The McKinsey Slide Playbook for Claude

  • Claude x Clay Playbook

  • The Ultimate Guide to Building Skills for Claude

  • Claude For Finance: The CompIete Guide

  • The Claude Playbook for Reddit Prospecting

  • Claude for AI SDR: The Complete Guide

  • Linkedin X Claude Agent Playbook

  • The Claude Code Founder Guide

We’re already 70,000+ founders and operators inside.

Get 7 day free trial

The rest of the article is only available to premium subscribers.

Let’s begin!


1. How to Set Up the Project

User's avatar

Continue reading this post for free, courtesy of Guillermo Flor.

Or purchase a paid subscription.
© 2026 Guillermo Flor · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture