Work/01
CALIBRE ZERO
AI-assisted mechanical watch engineering.
CALIBRE ZERO is an original mechanical skeleton watch that I'm developing using AI-assisted workflows, CAD and engineering analysis. It's an ongoing digital project. The design exists as a CAD model and has not been built or physically tested.
- Status
- Ongoing, digital design
- Concept
- C2 CHORD
- Methods
- CAD modeling, AI agent workflows, mechanical analysis, iterative design

CAD renders of the current C2 model. Use the tabs, the arrow keys, or swipe.
01Overview
Designing a mechanical watch movement
A mechanical movement stores energy in a mainspring, passes it through a train of gears, and releases it in small, regular steps through an escapement and a balance. All of those parts have to sit at precise distances from each other, supported by plates and bridges, inside a case small enough to wear.
That makes it a demanding mechanism and packaging problem, which is why I picked it. I also wanted to find out how useful AI tools are for mechanical design when their output has to hold up to engineering checks. CALIBRE ZERO is my way of exploring both.
02Design process
How I'm using AI in the design process
I split the work among specialized AI agents, each responsible for one part of the engineering. I treat what they produce as a proposal. Each proposal is evaluated with geometric and structural checks, and anything that fails goes back for another iteration.
The agents make it faster to explore options and revise the design. The checks, along with my own review, decide what stays in it.
Explore concepts
I explored several concepts before choosing one to develop further.
Lay out the movement
Position the barrel, gear train, balance and bridges so the parts mesh, clear each other and are properly supported.
Generate CAD
Turn the layout into solid geometry for the movement, case, crown and lugs.
Evaluate
Run geometric and structural evaluations on the model and send problems back for another iteration.
03Concept
The C2 CHORD concept
The concept I chose to develop is called C2 CHORD. Its bridges run in straight lines across the movement, like chords across a circle. That leaves the gear train, jewels and balance visible from both the front and the back of the watch.

- 1BalanceUnder its own bridge at nine o'clock, held by two blue screws.
- 2Gear trainBrass wheels stepping across the upper half of the movement.
- 3BarrelThe largest wheel, next to the crown and winding stem.
- 4Chord bridgesStraight, skeletonized bridges with jewels at the pivots.
- 5Chapter ringHour and minute markers around the open center.
04Layout and CAD
Movement layout and CAD model
A skeleton movement shows its whole layout, so the layout has to work mechanically and look right. Most of the iterations so far have come from working through these questions:
- Center distances between meshing wheels, which determine where each pivot can go.
- Where a bridge can cross and still support the pivots beneath it.
- Vertical stacking, so wheels, hands and bridges on different levels clear each other.
- The path from the crown to the barrel for winding.
- How much material can be removed from a bridge before it is no longer stiff enough.
Each iteration is updated in CAD, checked and revised. The renders on this page come from the current model.


05Current progress
Current progress and remaining challenges
The design currently includes the selected concept, a CAD model of the movement, case, crown and lugs, and a movement layout with the gear train, barrel and balance in place.
The main challenges left are mechanical:
- Confirming that the gear train, escapement and balance would run as modeled.
- Checking that the skeletonized bridges are stiff enough to support the pivots.
- Defining tolerances and deciding how the parts would be manufactured.
I'll add analysis results to this page as that work is completed.
06Next steps
Next steps
Next I'm working through those open questions and refining the model. Once the analysis supports the design, I'll decide whether to build a physical prototype.



