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AI interviewer 'Zara' that sources and vets experts at scale.

micro1 is a human-data platform that uses its AI recruiter agent 'Zara' to source, interview, and vet domain experts at high velocity, then channels them into dataset creation for AI labs. The same Zara interviewer also powers a vetted-engineer and talent offering. It is positioned as a Scale AI competitor.

AI talent marketplace matching vetted experts to AI labs and companies.

Mercor runs an AI-powered talent marketplace that matches vetted experts — engineers, scientists, doctors, and lawyers — with AI labs and companies, largely to generate and review training and reinforcement data. AI conducts the initial screening interview, then humans are placed on hourly paid work. It began as an AI recruiting tool and became a leading supplier of 'human data' for frontier-model training.

Agentic AI recruiting — source, screen, and engage talent at scale.

SeekOut is an enterprise recruiting platform with autonomous AI agents that search 1B+ candidate profiles across external sources and your ATS, surfacing talent via signals like patents, GitHub, and publications. It adds AI video screening and personalized outreach, plus People Insights labor-market analytics for skills-gap and competitive talent analysis.