We understand the shape of AI.

Smaller. Smarter. And truly yours.

Who we are

Building AIthat doesn't strain our economy or our infrastructure.

MMV firm is an AI infrastructure company based in Florida.

We compress what AI models learn from. The rest of the industry makes models bigger. Bigger data. Bigger compute. Bigger bills. We make the knowledge they need smaller. Same accuracy, a fraction of the size.

Today we ship two products. VIVERE compresses the knowledge AI models train and run on, built on our patented Knowledge Compression architecture. MENTI keeps deployed models learning from new data without retraining, built on our patented Continuous Learning architecture. It also supports selective unlearning to meet privacy regulations.

Next, we are training MORI: a complete language model end-to-end on our infrastructure, small enough to run on consumer hardware. It will be the proof artifact, benchmarked head-to-head against conventionally-trained models of the same size, and the first deployable product built on our stack.

Smaller. Smarter. Cheaper to run. Cleaner for the planet.

Mission →Services →Brief →Contact →

IAMAI Labs is MMV’s research and development department. If you’re a nerd and you want to see how we solve the black box problem with topological math — iamailabs.io.

A minimalist editorial cartoon. A wooden bar surface fills the lower foreground with a single ceramic coffee mug resting on it. Above, a single warm amber dot — the bar light. The cartoon is framed by a thin ink-line border on cream paper. Pen-and-ink in the tradition of Tom Gauld.

Five at a table. One question.

If a brain runs on a cup of coffee, why does AI need a nuclear power plant?

Our team
We’re online. Available anytime.

Come talk to us.

If your AI keeps forgetting what you taught it, we should talk. Same goes if you want to see the work before it goes public.

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