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How an ex-DeepMind researcher raised a $300 million seed valuation before launching a product

Backed by $60 million in funding, Oak comes out of stealth to fix the identity mess exacerbated by AI agents

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How an ex-DeepMind researcher raised a $300 million seed valuation before launching a product

techtost.comBy techtost.com18 July 202603 Mins Read
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How An Ex Deepmind Researcher Raised A $300 Million Seed Valuation
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Andrew Dai left Google DeepMind knowing that visual AI was the frontier on which he wanted to stake his claim. It took a whirlwind fundraising that resulted in a more aggressive valuation-to-capital ratio than Thinking Machines, which raised one of the largest rounds in US history.

In this episode of construction mode, Startup Battlefield host and head Isabelle Johannessen meets Andrew Dai, founder and CEO of Elorian and former Google DeepMind researcher, to discuss how his company raised a $55 million seed round at a $300 million valuation just months after he left Google.

Drawing on more than a decade spent helping build some of the world’s most important AI systems, including research that later informed the development of ChatGPT, Andrew explains why he believes visual AI is one of the next major frontiers in artificial intelligence. “You have models that do very well in math, very well in new physics ideas, and of course coding is very popular now… But one area where progress has been extremely uneven is visual understanding and visual reasoning,” Dai said. “At Elorian, we want to build models that will propel us toward visual AGI.”

Andrew describes the fundraising process from the founder’s perspective, including how he evolved a highly technical vision into a compelling story that investors could understand. He explains why he prioritized strategic partners like Nvidia and Menlo Ventures over even higher valuation offers, and how choosing investors who understood the realities of creating frontier AI proved more valuable than maximizing his company’s price.

The discussion also offers practical lessons for founders navigating today’s rapidly evolving AI landscape. Andrew shares how startups can communicate complex technical ideas without relying on jargon, why speed has become one of the biggest competitive advantages in AI, and what it takes to recruit world-class researchers away from Big Tech.

In this episode, you will learn:

  • What leading venture capital firms look for when investing in AI startups.
  • Because a higher valuation isn’t always the best fundraising result.
  • How to market high-tech products to non-technical investors.
  • What founders should look for when choosing venture capital partners.
  • How startups can hire top AI talent away from Big Tech.
  • Because speed has become one of the biggest competitive advantages in artificial intelligence.
  • How founders can build resilient moats as AI evolves.

This season on Build Mode, we cover all aspects of fundraising with experts who have first-hand experience raising massive pre-seed rounds, writing the big checks, bootstrapping, going public, and navigating the unexpected market conditions that can change everything.

Join the Build on feature, Apple Podcasts, Spotifyor, where you want to listen. And watch the full videos at, YouTube. New episodes of Build Mode drop every Thursday.

When you purchase through links in our articles, we may earn a small commission. This does not affect our editorial independence.

Build mode video Construction mode exDeepMind launching million product raised researcher seed valuation
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