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Maitai · The "your production traffic is your training set" bet, priced at $50 a month — the clearest small-team attempt to make fine-tuned task models cheaper to run than the frontier model you are calling today.

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Take the LLM traffic you are already running in production and turn it into better, cheaper models. Every request, workflow step and agent action is indexed; evaluators score live traffic in real time; the examples that matter become datasets; the datasets fine-tune and distil task-specific models that get benchmarked against a regression suite before a version is promoted to prod. They now frame all of that as "the control plane for production AI" — the loop plus workflow versioning, agent ACLs, runtime guardrails they call Sentinels, and Maitai Mojo, an in-portal agent that builds the datasets and runs the fine-tunes for you. Bring your own model keys or use theirs.

Sector
Training & MLOps
On the roster since
15 Sept 2026