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

Spare Time COVID Test Became Core Product
- Curative’s chief scientific officer developed a COVID test in his spare time before the pandemic forced scale.
- That off-hours prototype became the foundation for a $5B testing business after lockdowns created massive urgent demand. (Time 0:00:00)
Orthogonal Supply Chains Enable Rapid Scale
- Scaling pandemic testing required throwing away traditional lab supply assumptions and building an orthogonal supply chain.
- They sourced nonstandard swabs, used filter plates instead of scarce magnetic beads, and partnered with scalable plastic/glass manufacturers. (Time 0:29:00)
Zero To Thousands In Months During COVID Surge
- Curative scaled from about 7 employees to roughly 7,000 in nine months and hit 206,000 tests in a single day.
- Rapid hiring included parking-lot five-minute interviews and massive drive-through sites like Dodgers Stadium doing ~10,000 tests/day. (Time 0:30:54)
Be Transparent About Temporary Surge Roles
- Tell temporary hires up front the role is short term during surges to set expectations and avoid false commitments.
- Curative hired staff on three- to six-month terms knowing peaks would pass and scaled down between surges. (Time 0:35:30)
Payers Drive Healthcare Change Not Providers
- The payer controls US healthcare behaviour because money directs where care is delivered and which services are used.
- Curative pivoted toward insurance to influence outcomes at scale rather than remain limited to lab testing TAM. (Time 0:37:03)
Automate Tedious Back Office Work With Agents
- Invest in AI agent workflows to automate back-office tasks like credentialing and claims processing.
- Curative built an agent to credential providers in ~12 hours for $0.20 versus months and ~$50 previously. (Time 0:40:37)
Built In Tools Can Outperform Big SaaS
- Custom-built internal tools plus agents can replace expensive enterprise SaaS when tailored to workflows.
- Curative replaced a $600k Salesforce contract with a two-month Vibe-coded CRM integrated with their agents. (Time 0:45:10)
An Agent That Signs Contracts End To End
- Curative launched Gwen, an agent that researches providers, negotiates rates, redlines contracts, and signs with Fred’s DocuSign signature.
- Gwen moved contracting from ~100/week to ~100/day and did 3,500 contracts in eight weeks. (Time 0:51:31)
Agents Expand Opportunity Not Just Reduce Headcount
- Agents increase total volume of work rather than only substitute labor; Curative now pursues far more contracts because agents make scale feasible.
- The company plans 10x–20x the contracting volume using agent throughput. (Time 0:54:36)
Experiment With Models Today To Prepare For Tomorrow
- Play with current models now to understand capabilities and skate to where the puck is going.
- Fred advises hands-on experimentation since models improve rapidly and can already perform most back-office flows. (Time 1:02:36)
Early Investors Got 10x Then Reinvested
- Curative returned investors 10x their money via a dividend after COVID before launching the health insurance pivot, and those investors doubled down.
- Fred says insiders led the $150M round at a $1.3B valuation because early backers stayed invested. (Time 1:08:35)
Subcritical Nuclear Offers Safer Fission
- Energy amplifier nuclear designs run subcritical and require a particle accelerator to sustain fission, making them intrinsically safer.
- Turning off the accelerator immediately stops the reaction, preventing criticality accidents like Chernobyl. (Time 1:13:29)
Solve Problems By Combining Diverse Expertise
- Gather diverse perspectives when solving hard problems to approach ground truth faster.
- Curative combined military deployment experts, scientists, and Silicon Valley engineers during COVID to rapidly operationalize testing at scale. (Time 1:19:28)