01What it sells and who buys it
micro1 evaluates experts through AI interviews, manages performance and connects them to model training and evaluation. It supplies expertise and real-work data to labs and enterprises.
02How the business makes money
Enterprise customers pay for expert work, data production and evaluation projects. The platform manages selection and output quality alongside project delivery.
03Marketing and customer acquisition
micro1 expanded expert assessment into model training and real-work data.
- 01
Address expert assessment and management
SourceAI interviews and performance management support expert matching. More demanding research tasks expanded the need toward domain knowledge and real-work material.
- 02
Financing the next stage
SourceIn September 2025, micro1 announced a $35 million Series A at a $500 million valuation. Financing supports interviews, performance management and the AI training-data platform.
- 03
How distribution and adoption expanded
SourceTo expand data supply, micro1 recruits companies that can provide real documents and workflows. A referral program offers up to $50,000 for qualified company introductions that meet contractual conditions. This acquires data suppliers, a different side of the market from the labs buying the work.
How the growth mechanism works
- Assess experts
- Source company data
- Execute research tasks
- Expand delivery based on outcomes
Company-referral rewards acquire data suppliers, not necessarily lab buyers. Distinguishing both sides matters: sustainable revenue needs quality supply and repeat client demand.
04Funding and expansion
In September 2025, micro1 announced a $35 million Series A at a $500 million valuation. Financing supports interviews, performance management and the AI training-data platform.
More about the founding and key events
Ali Ansari founded micro1 in 2022. It uses AI interviews to evaluate experts, connects them with model-training work, and manages their performance. Company profile, Founder announcement
Its supplier acquisition became a product of its own. In 2026, micro1 offered companies payment for operational documents and workflows. Referral partners introduce businesses; rewards depend on approval, onboarding and the program’s payment conditions. The program offered up to $50,000 per qualifying referral when reviewed in September. This recruits data suppliers, a different side of the market from the AI labs buying the data. Data partnerships, Referral program
In September 2025, micro1 announced a $35 million round at a $500 million valuation. The capital went to the company. Its 2026 Inc. 5000 profile ranked it 37th, reporting 6,963% revenue growth over three years. Funding, Growth record