Osvald Nitski is the Chief Product Officer at Mercor, the AI-training and expert-data marketplace powering frontier-model development. Mercor last raised a $350 million Series C at a $10 billion valuation, and is reportedly in discussions for a new round at a $20 billion valuation. Mercor crossed $2BN in ARR in June; doubling from $1 billion in only four months.
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Timestamps:
00:00 Intro
01:12 Does Open-Source Cannibalize Mercor’s Core Business?
02:29 Why 90% of Enterprise Workflows Can’t Be Done With Open Models
07:47 Do We Have an Enterprise AI ROI Problem?
09:05 Balancing Token Spend vs Performance
10:07 Salesforce Spends $300M on Anthropic
12:13 AI Makes the PM Role Harder, Not Easier
14:55 The Biggest Product Mistake
22:42 Why RL Environments Are the Fastest-Growing Data Type Right Now
28:28 How Mercor’s Product Teams Are Structured
33:54 The Three Secrets to Scaling Supply on the Marketplace
38:04 Mercor Has High Revenue Concentration
43:47 Why Data Projects for Enterprises Are So Operationally Intense
51:02 Why Cybersecurity Data Will Never Hit the 90% Sufficiency Ceiling
52:15 Hiring in SF: Brutal Talent War & What Mercor Looks For
54:15 Quick-Fire Round
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