Requirement extraction
Language becomes a structured specification: loads and load cases, service temperature, media exposure, mating interfaces, mass and envelope limits, and the standards the part must satisfy.
AI design engine
The engineer that never runs out of iterations.
Describe a requirement in the language you already use to describe the problem. The engine turns it into geometry that a machine can cut and an auditor can trace.
Live design engine
Describe a part. See it built.
Working preview of the engine. Describe what you need and it proposes an approach and builds the geometry. Keep it in your workspace, revise it, and release it to production when it is right.
GovFab engine
Tell me what the part has to do, where it lives, and what it bolts to. If it can be described as solid geometry, I will design it, show you the part, and keep it in your workspace ready to build.
The part appears here once the engine proposes one.
Concept geometry for review, generated live. GovFab manufactures the part — design files are not distributed. Released designs go through the full analysis and qualification route described below.
What it accepts
Requirements, not CAD.
Most parts fail before they are drawn, because the person who understands the problem is not the person who owns the CAD seat. The engine removes that handoff. It reads intent, environment, and interface constraints, then asks the questions an experienced engineer would ask before committing to geometry.
You can start from a sentence, a photograph of a broken component, a legacy drawing, a point cloud, or an existing STEP file that needs to be lighter, stronger, or manufacturable somewhere else.
Inside the engine
Five stages, every one of them recorded.
The engine does not hand you a shape and ask you to trust it. Each stage produces evidence that stays attached to the design for the life of the part.
Generative geometry
Topology optimization and parametric synthesis run against the specification, producing a family of candidates rather than one answer — because the right trade between mass, stiffness, and schedule is yours to make.
Structural and thermal proof
Finite element analysis on every surviving candidate: stress, deflection, buckling, fatigue life, and thermal rise. Candidates that miss the margin are discarded before you see them.
Process and material qualification
Each candidate is checked against real machine envelopes, tool reach, draft, minimum wall, support strategy, and certified material availability — then matched to the processes that can actually hold the tolerance.
Documented handoff
The approved candidate is released as a complete package: solid model, drawing with GD&T, inspection plan, material certification requirements, and the toolpaths the facility will run.
Immutable design history
Every prompt, candidate, analysis result, approval, and release is written to an append-only log tied to a named identity. The record is exportable for program review and audit.
Engineering control
The engine proposes. Your engineers decide.
Generative output is a starting point, not an authority. Every constraint the engine works under is one you can set, inspect, and override.
CONSTRAIN
Hard limits are hard
Keep-in and keep-out volumes, fixed interfaces, minimum safety factors, approved material lists, and prohibited processes are enforced as constraints. The engine cannot produce a candidate that violates them.
EXPLAIN
Every result shows its work
Load cases, mesh, boundary conditions, assumptions, and margin are all inspectable. If a candidate was rejected, the engine tells you which check it failed and by how much.
APPROVE
Nothing is built without a signature
Release requires named engineering approval. Programs can require multiple approvers, separate the approver from the requester, and lock revisions once released.
REVISE
Iteration is cheap; ambiguity is not
Ask for it lighter, stiffer, cheaper to machine, or buildable in a different material, and the engine re-solves against the same recorded specification. The requirement stays the single source of truth.
Bring us the part you cannot source.
We will run it through the engine with your team in the room and show you the dossier at the end.