millionways is the frontier lab for scientifically validated behavioral intelligence and developed Thorsten-4, the world’s first foundational Large Psychology Model. While AI has taught machines to talk like us, we spent two decades teaching a machine to understand us: thousands of real people, interviewed by psychologists over years, their actual lives observed, every prediction verified against what they really did. The resulting realtime model predicts how someone thinks, what drives them, and how they will act under pressure, from ordinary language.

For executive search and talent, that means the interview you already run becomes the assessment. Thorsten-4 turns kickoffs, interviews, references, and follow-ups into a continuous behavioral lens on culture fit, success profiles, finalist comparison, and retention risk. Tested and validated with multiple top executive search firms and AI interviewing platforms. Integrates with notetakers, includes a built-in notetaker, and connects to agent stacks via MCP.

Headquartered in New York, millionways serves search firms, PE and corporate talent leaders, and enterprise hiring teams across North America, with applications also in capital markets, healthcare hiring, and AI agent governance.