Tendem: A hybrid AI-human platform for reliable task completion
By
Ben Lang
25d ago· 2 min readenProduct
65/100
Toasty
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Solid neighbourhood-bakery energy. Trustworthy and warm.
Score65Typepress releaseSentimentpositive
Summary
Tendem is a platform by Toloka that combines AI agents with human experts to handle high-stakes tasks. Users submit tasks in plain language; AI agents handle the bulk work while human experts refine the final output for accuracy. The platform aims to solve the shortcomings of both pure AI agents (hallucinations, incomplete work) and freelance marketplaces (inconsistent quality, management overhead). Built by Toloka.ai, which has over a decade of experience in human-in-the-loop quality systems for AI labs.
Key quotes
· 4 pulledBuilders today have more AI tools than ever, but turning AI output into work you can actually ship is still harder than it should be.
Pure AI agents. Impressive in demos, then miss things, hallucinate, and leave you doing the last 20% yourself.
Freelance marketplaces. They work, but quality is a coin flip. You end up project-managing strangers, and the ramp kills the speed advantage.
AI agents handle the volume. Human experts level up the final output. What comes back is complete, accurate, and ready to act on.
Tendem is a platform where human experts and AI agents complete high-stakes tasks. Submit a task in plain language. AI agents handle the volume. Human experts level up the the final output. What comes back is complete, accurate, and ready to act on. Built
