Mekai Labs
A single engineer standing among rows of industrial machines

Deployment reliability

Automation scaled.
Trust didn't.

Mekai is building the layer that closes the distance.

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The gap

4.6 million machines

Running production work today. Almost none of them can prove, on demand, that they still do what they were signed off to do.

A dense field of industrial machines with only a handful illuminated.

Today

Industrial automation

The problem is already here, already expensive, already manual. 4-18 weeks of verification with no deterministic reconstruction and evidence.

Get 14x faster deployments and 100% reliable handovers
A clean timeline showing changes accumulating across one industrial system.

Next

Physical AI

And the next generation of capability makes it harder, not easier. As learned models and policies enter these systems, the primary deployment assurance layer becomes vital.

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The industrial system timeline extends and becomes progressively less distinct.

Curious how we are solving this?

So is everyone.

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