20VC: $5BN in Revenue, 7 to 7,000 Employees in 9 Months, 206,000 Tests in a Single Day: The Craziest Story in Startups: Curative with Fred Turner
Summary
This episode centers on Fred Turner’s unusually fast-moving Curative story, starting with how a spare-time COVID test became a massive business that scaled from 7 to 7,000 employees in nine months and generated roughly $5 billion in revenue. It explains how Curative won during the pandemic by building an orthogonal supply chain rather than relying on the standard lab ecosystem, allowing it to ramp testing at extraordinary speed. The conversation then shifts to Curative’s pivot into health insurance, which Turner sees as a way to control the true leverage point in US healthcare: the payer. A major theme is AI’s role in reshaping operations, from eliminating back-office roles like credentialing to automating contracting through an agent named Gwen. The episode also touches on broader views about healthcare economics, software infrastructure, and even adjacent bets like nuclear energy.
Key Takeaways
- 1Curative’s COVID success came from building a supply chain outside the normal lab-industry path.
- 2The COVID business scaled with extreme speed, but its economics were highly cyclical.
- 3Turner sees health insurance as the key control point in US healthcare.
- 4AI is already replacing internal workflows and reducing headcount in specific functions.
- 5Curative is rebuilding core insurance infrastructure in-house to gain flexibility and control.
- 6AI agents are expanding output, not just cutting costs, especially in contracting.
Notable Quotes
""The company went from about 7 to 7,000 employees in those first nine months.""
""The total revenue ended up being about 5 billion.""
""Every hour that you don't treat somebody is about a 12% increase in mortality.""
""The first one that went to zero people was our credentialing department.""
""We've built our own claim system completely from scratch in house.""
""Insurance is a very low margin business. So 85% of your premium that we collect must go out the door to pay for care.""
""What we launched earlier this year is an agent called Gwen.""
""So it costs with people, it costs us about $1,500 to $2,000 on average to do a contract, that average with Gwen has been about $70.""
Episode questions
Why did Curative pivot from sepsis diagnostics to COVID testing?
The sepsis business was running out of cash just as COVID emerged, and the pandemic created immediate demand for testing. Since the team already had DNA-testing expertise and a COVID test prototype, they moved quickly into the new opportunity.
How did Curative manage to scale COVID testing so quickly?
They built an orthogonal supply chain, sourced nontraditional materials, and avoided dependence on the same constrained suppliers everyone else used. That allowed them to expand capacity to hundreds of thousands of tests per day.
Why does Turner say the payer drives behavior in US healthcare?
He believes reimbursement rules determine where care gets delivered and what services survive. In his view, whoever controls the dollars effectively shapes the market.
What parts of Curative have been most transformed by AI?
Credentialing, claims, and underwriting have seen major automation. The company now uses agents to parse documents, verify records, and even generate temporary code for file ingestion workflows.