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👋 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 “Resources” stream where we share our most valuable data & resources across four rotating formats:

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

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

  3. State of the Market (August’s multiples & benchmarks here)

  4. Top Downloaded Resources from The Lab (“How I Invest: The AI-Native VC Firm” here)


For 1. and 3., we collaborate with best-in-class partners to ensure you get the highest quality data. For 2. 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 "Who Should Own the Tech Stack: Investors vs Engineers" with Rahul Nath (Accel), Jamesin Seidel (Chapter One), Madalin Mihailescu (Georgian), and Jelmer de Jong (RTP Global).

RESOURCES OVERVIEW🛠️

Build an MCP server for investors (with or without coding)

16 VC pitchdecks that convinced LPs to invest

List of 312 family offices that actively invest

The ultimate VC tech stack overview

VC Co-Pilot for deal sourcing

Startup graduation rates from one round to the next

Top 30 tools for VC investors in 2026

Building a single source of truth for investment firms


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

Who Should Own the Tech Stack in Your Firm?

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

When I joined Earlybird almost a decade ago, there was one Associate owning the tech stack, mostly Salesforce as CRM and Google for storage and email management. A foreigner to the industry, I needed to learn all tasks from scratch, and while I was doing so, I automated as much as I could right away. Quickly, I became the “tech owner” at Earlybird.

Observing the early potential of AI and automation, we sat together in 2020 and agreed that the leading investment firm of the future will be augmented: few human investors with strong judgment and unique deal access supported by AI. Hereof, we hired the first engineer in 2021 and scaled the team to eight FTEs at the peak.

Some years - and lots of lessons learned - later, our tech team is now three senior engineers who build everything we need to become more efficient and effective across the firm. A lean setup that’s more powerful than a team tripple the size was just two years before.

As I’ve been sharing my learnings from that journey with the growing DDVC community, one of the most frequently asked questions remains: who should own the tech stack? And while I’ve seen various models first-hand, my sample of firms is one.

Therefore, I took this question to our 2026 Virtual DDVC Summit and asked for thought leaders from the DDVC community building investment tech stacks in real time:

Jameson Seidel, General Partner at Chapter One and former Twitter data scientist, who built out the firm's internal systems while running investments alongside it.

Rahul Nath, Chief Product Officer at Accel, who is building the deal sourcing, deal management, and portfolio monitoring platform for the firm's global investment team.

Madalin Mihailescu, CTO at Georgian, who leads a 20-person AI lab split between portfolio company work and internal tooling for Georgian's investment team.

Jelmer de Jong, Partner at RTP Global, who joined as the firm's first CTO hire before moving into investing, and now splits time between the two.


Watch if you want to learn:

  • The specific detail that separates who succeeds at owning the tech stack from who doesn't.

  • The pull not push strategy Georgian uses to get investment teams actually adopting new tools.

  • What happens to vendor management once a firm is running ten different tools.

  • Why building in-house comes with an ownership cost most firms don't see coming.

  • Why data governance ends up split three ways at Accel, and who owns which piece.

  • The advice for solo GPs and small funds on who to hire first, and why.

  • ... and a lot more


Here’s the link to the full panel discussion👇

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