Take the LLM traffic you are already running in production and turn it into better, cheaper models.
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.
| Industry | AI & Machine Learning |
| Website | Visit Maitai |
Where Maitai sits against the other names we cover on this beat. Each line is that company’s verdict, not a summary of it.