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šŸ‘‹ Hi, I’m Andre and welcome to my newsletter Data Driven VC which is all about becoming a better investor with data and AI.

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Welcome to another edition of our Sunday ā€œResourcesā€ stream where we share our most valuable data & resources across four rotating formats:

  1. 15 Hottest Startups of the Month (May’s list here)

  2. State of the Market (May’s multiples & benchmarks here)

  3. Top Downloaded Resources from The Lab (this is today!)

  4. Top Downloaded Resources from The Lab (ā€œNetwork Is the New Data. Most Firms Don't Know Its Worth.ā€ here)


For 1. and 2., we collaborate with best-in-class partners to ensure you get the highest quality data. For 3. and 4., we leverage our ever-growing product portfolio and share selective snapshots of the most sought-after resources from The Lab.

At the end of this post, you'll find a unique deep dive on "Opportunities & Challenges for Agentic VCs" with Yohei Nakajima, General Partner at Untapped Capital and creator of BabyAGI, one of the first open-source autonomous agent frameworks.

RESOURCES OVERVIEWšŸ› ļø

āœ… Summarize 50+ newsletters with ChatGPT

āœ… Evaluating startups with ChatGPT

āœ… VC Co-Pilot for deal sourcing

āœ… Top 10 Prompts for startup sourcing

āœ… Top 10 Prompts for startup screening & due diligence

āœ… Top 10 Prompts for deal winning & closing

āœ… List of 312 family offices

āœ… List of 59 pension funds

āœ… List of 1513 angel investors

āœ… List of 997 accelerators


Access these and more resources like our Slack community, 100+ masterclasses, automation templates, Notion templates, copilots, and more via our Annual and Premium subscriptions to The Lab.

Why Most VC Agents Fail Before the Agent Even Runs

I'm excited to share one of the most watched sessions from the Virtual DDVC Summit 2026 today!

Yohei Nakajima, GP at Untapped Capital and the creator of BabyAGI, has been running agentic experiments inside his fund for more than three years. He's shipped them, broken them, and rebuilt them.

His session is a frank tour of what's worked, what's collapsed under its own maintenance cost, and what he's stopped trying to build entirely.

His core argument cuts against most "AI in VC" advice you've read.

Better prompts and bigger models are secondary.

The foundation is a better operation.


Watch if you want to learn:

  • Why "strong agents start with a strong org"; the lesson Yohei wishes he'd internalised three years earlier, and what it means for how you sequence your AI roadmap

  • The counter-intuitive advice to start with experimental, low-stakes workflows rather than your biggest bottleneck, and why getting this wrong is costly

  • What small composable agents actually look like in practice at a working fund

  • How what your firm chooses to automate reveals what it thinks its job is (access vs. conviction, with two real-world examples)

  • The concrete stack Yohei uses today: for system of record, deep diligence, knowledge graph memory, and why he stopped running dozens of parallel experiments at once at once

  • The maintenance trap that consumed most of his last 12 months, and the architectural decisions that finally got him out of it

  • … and a lot more


Here’s the link to the full panel discussionšŸ‘‡

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