OpenMotive Platform
Engineering context for the real machine.
OpenMotive helps engineers turn incomplete information about a real machine into useful context for designing what comes next.
How it fits
Bring together the evidence around a machine, organize it, and deliver only what the job needs.
Schematic · not to scale · rev A
Geometry is only the beginning.
A real car, boat, or machine might have CAD files, scans, measurements, drawings, and other information—but that information is usually incomplete and scattered.
OpenMotive brings it together and organizes it around the actual machine: what parts exist, how they connect, what space is available, what was actually measured, and what is still uncertain.
- Uncaptured areaGeometry we don’t have
- Observed geometryDirectly captured from the machine
- Inferred mounting pointsLikely position — not yet verified
- Connection surface · Datum AWhere the part mounts
- Required clearanceSpace that needs to remain open
Schematic · not to scale · rev A
A scan shows surfaces. Engineering context explains what those surfaces mean.
From shape to engineering context.
- Geometry
- Where physical surfaces and volumes were measured or recorded.
- Interfaces
- Where parts mount, connect, locate, seal, or interact.
- Surroundings
- The nearby parts and structures that occupy the same space.
- Clearances
- How much room there is for fitment and packaging.
- Uncertainty
- What was measured, what was inferred, and what is still unknown.
- Provenance
- Where each piece of information came from.
For the job at hand
The machine is larger than the task.
An engineer designing an intake doesn’t need a perfect model of the entire car. They need the connection points, nearby components, available space, and enough trustworthy geometry to know what the new part can fit around.
- Whole vehicle
- Engine bay
- Intake task
- Relevant context
- Turbo connection
- Mounting points
- Fan
- Hood
- Clearance
Lime marks what matters to this task. Surrounding geometry stays visible where it affects fitment or clearance.
Schematic · not to scale · rev A
You do not need a perfect model of the whole machine to design one constrained part.
Know what the model doesn’t know.
A useful model should show the limits of what it knows. OpenMotive distinguishes what was directly captured, what was inferred from available evidence, and what remains unknown—instead of making incomplete geometry look complete.
- ObservedDirectly captured or measured
- InferredReconstructed from available evidence
- UnknownNot enough reliable information
Schematic · not to scale · rev A
Unknown does not automatically mean unusable. A gap matters when it affects the decision being made.
- SufficientEnough context for this assessment.
- Verify firstRelevant evidence needs checking.
- InsufficientMore evidence is required.
OpenMotive identifies evidence gaps and whether they affect the task. It does not certify engineering safety or replace engineering judgment.
Keep working in the tools you already use.
OpenMotive is not meant to replace CAD. It sits between the physical machine and the software engineers already use, making real-world context easier to bring into the design.
OpenMotive sits between the physical machine and the tools you already use.
Schematic · not to scale · rev A
Design in CAD and simulation. Bring the real machine with you.
Built for engineers today. Useful to AI tomorrow.
The same structured context that helps an engineer understand a real machine can eventually help AI systems understand what they are designing against.
The goal is not to ask AI to guess everything from raw geometry. It is to give software clear context about the machine, the evidence behind it, and the limits of that evidence.
Product direction
Building the context layer between physical machines and engineering software.
OpenMotive is in development. We are working with engineers who design around existing vehicles, scans, CAD, retrofit constraints, and incomplete real-world geometry.
We are especially interested in fitment, packaging, retrofit, aftermarket, reverse-engineering, and scan-based design workflows.