Pareto-Optimal AI at Scale. For Enterprise Intelligence You Own.

The era of rented intelligence is ending. Our mission is to empower every enterprise to own its AI destiny, by transforming your proprietary data into a SoTA, task-specialized model layer that is your IP.

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Introducing Pioneer, by Maniac.

Optimizations

Always SoTA.

Maniac runs experiments and evaluations on live traffic, then auto-promotes winners so improvements land continuously.

Integrations

Your Stack, Not Ours.

Plug in the evals, RAG, fine-tuning, and observability you already use. OpenAI-style endpoints keep integration simple, and the stack stays vendor-neutral.

Evaluations

Resolve tickets on the fly.

Optimize to your real objective—domain judges, human feedback, or custom metrics. Maniac evaluates variants against those signals and learns to favor what actually moves the needle.

Routing

Smarter routing, better performance.

Route to experiment variants, not base models. As soon as an optimized model outperforms your flagship, routing switches seamlessly. You don't change a line of code.