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At the end of this post, you'll find a unique deep dive on "Creating a Single Source of Truth From Public and Private Data" with Jason Miller (CEO, Foresight), Yilan Cai (Principal, OTPP), and Jan Riethmayer (VP Engineering, Earlybird).
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One Source of Truth for All Your Data
I'm excited to share one of the most watched sessions from the Virtual DDVC Summit 2026!
Every VC firm eventually hires a data scientist who asks: Whereās the data? This session is the answer.
Three practitioners who have actually built it: Jason Miller, CEO of Foresight, who spent years unifying data at BlackRock, Point72, and Greycroft before building a platform to solve it for everyone else.
Yilan Cai leads Portfolio Management at Teachers' Venture Growth, navigating the single source of truth problem at institutional scale inside one of Canada's largest pension plans.
Jan Riethmayer, VP Engineering at Earlybird, who inherited years of data infrastructure and spent the last year tearing it down and rebuilding it.
Their shared conclusion: fix the foundation first. Until the data is clean, unified, and trusted, nothing built on top of it will be reliable.
Watch if you want to learn:
Why the single source of truth problem has nothing to do with technology, and everything to do with your org structure
The instinct that leads most firms to pick one master data source, why it's wrong, and what the field-level alternative actually looks like in practice
How Earlybird hit 86% entity resolution accuracy in a week with lean hiring principles
The agent read vs. write access problem, and why the answer still comes down to APIs
The private data use case most firms haven't considered yet, and how OTPP is already using it to pressure-test live deals
Explainability beats onboarding: Why showing investors more information, not less, is what finally gets them to trust the data layer
... and a lot more
Hereās the link to the full panel discussionš
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