Tendem is from Toloka — built by Olga Megorskaya, who started as a data labeler at Yandex in 2014, watched firsthand how much human judgment AI training actually required, and spent the next decade building Toloka into a network of 200K+ verified experts across 50+ domains — and it pairs AI agents with those human experts for work where getting it wrong matters.
🔥 Our Take: Every agent demo shows it working perfectly. Production is where it meets domains it wasn't trained for, ambiguous instructions, and edge cases that require judgment. Toloka's thesis — that the answer is a human expert on call, not a better model — is a direct counter to the full-automation narrative, and Olga has 12 years of evidence behind it. This isn't a pivot. It's a company that has been right about human-in-the-loop longer than most AI companies have existed.