The studio

People at the center. Depth in the work.

Sinkhole Labs brings mechanical engineering and practical AI implementation together. We build useful systems. People keep the important decisions.

A sculpted limestone sinkhole with moss-lined layers and a warm light deep inside

Our approach

Good judgment.
Clear ownership.

A useful system should remove repeated work and make decisions easier to understand. If it creates more uncertainty than it removes, it is not ready.

We scope the work clearly, test it with the people who use it, and document the choices. That keeps the system useful after the first tool choice changes.

Clear scope before execution
Technical reviews at agreed milestones
Written tradeoffs and operating guidance
Final decisions with the people who own the work

What we do

Mechanical. AI.
Or both.

One approach: understand the constraints, do useful work, and make the handoff clear.

Practical AI workflows

Drafting, preparation, and internal tools with clear human review.

Mechanical engineering

Concepts, CAD, tolerance strategy, and build-ready release packages.

Combined engagements

Support for teams managing hardware and the internal systems around it.

What could work better?

One conversation is a good place to start.

Find your starting point