The engineering execution layer for physical products.
State the objective. Supra plans, builds the geometry, runs the
checks, wires the systems, and preps the release. A human stays in charge, and
everything goes on the record.
Every claim on this page is something you can move, toggle, and watch
respond. No video, real geometry.
Simulation you can toggle.
Stress, thermal, and airflow on the same bracket. Switch the analysis and read
the result off the part.
PEAK STRESS184 MPaFoS 2.1
Grown, not drawn.
Fix the bracket at its bolt hole, load the free corner, and the optimizer keeps
material only along the stress path, the way trabecular bone does (Wolff's law).
Generate it, or scrub between the dense fill and the optimized result.
Dense fillOptimized
MASS-
STIFFNESS est-
PEAK STRESS est-illustrative model
Virtual proving ground
Tested before it exists.
Every design runs the gauntlet virtually: wind tunnel, loads, thermals,
endurance, before a single part is made.
AIR SPEED42.0 m/s
REYNOLDS3.4e6
DRAG Cd0.264
DOWNFORCE128 N
Cp-1+1
Illustrative potential-flow approximation. Drag to orbit.
Electronics, end to end
From intent to fabricable board.
Not just the shape. Supra places the parts, routes the copper, stacks the
layers, then checks it. Step through an illustrative reference layout.
BOARD40.0 x 30.0 mm
LAYERS4
ROUTED0/64
DRC-
01 Outline · illustrative reference layout
Structures, systems, power
It designs the whole building.
Structure, envelope, mechanical systems and power, coordinated on one model.
Switch systems and read each off the building.
Illustrative building model, representative values
CAD. Checks. DFM. BOM. Firmware. Docs.
Hardware still ships through a maze. Supra makes it one loop.
01
State intent
Objective, constraints, what done looks like, in plain language, or from a
photo of the thing you're building around.
02
Plan
Supra proposes the steps and asks only what's critical. Nothing builds until
you say so.
03
Build
Editable, parametric geometry, never a dead mesh. Sized to real components'
datasheet dimensions.
04
Verify
Fit, clearance, printability, interference. Failures surface in seconds, the
obvious ones fix themselves and get re-checked.
05
Release
STEP, STL, BOM, firmware, build guide, revision notes. A design state you can
hand to reality.
Everything between intent and reality.
Point tools optimize one step. Supra owns the whole path, and every
claim it makes is labeled estimated or validated.
Plan-first agent
Supra shows its full plan, constraints, assumptions, open questions, before a
single feature is built. One-click approve or revise.
Parametric build
Prompt-to-parametric parts on a real BREP kernel. Editable dimensions with
typed bounds, exact STEP + STL export. Never a dead mesh.
Verification ledger
Every check records its method, measured value, assumptions, and residual risk.
Trust through visibility, we underclaim on purpose.
Real-fit checks
Fastener clearance against ISO 273 tables, part-to-part interference by boolean
volume, wall thickness, overhang, printer envelope.
Assemblies that mate
Multi-part designs with per-part parameters and placements, pairwise
interference-checked so parts fit before you build them.
Variants explorer
Sweep the design space, fully check every candidate, rank by weight, apply
the winner as a new tracked version.
Real component library
NEMA 17, SG90, MG996R, 608ZZ, Raspberry Pi, Arduino, 2020 extrusion, exact
datasheet dimensions injected so mounts fit the real part.
Systems & firmware
Wiring plans with power warnings, and firmware scaffolds that compile,
generated to match the hardware they move.
Photo → plan
Show it a photo; Supra identifies the object and drafts the design intent,
then asks for the measurements a photo can't give. Honest by design.
Version control for hardware
Commits, branches, releases, and engineering-aware diffs: Δ mass, Δ clearance,
Δ check status. Not file bytes.
Self-improving
Every generation is archived; verified builds become learned examples; real-world
build reports feed back in. Supra gets better from use.
Sandboxed & safe
AI-written geometry code executes in a locked container, no network, contained
crashes, hard timeouts. The blast radius is zero.
Hardware teams lose most of their calendar to hand-offs, rework, and
unverifiable claims. Supra deletes the loop's dead time.
THE OLD WAY
WITH SUPRA
✕Weeks of CAD iteration for every revision
✓Parametric rebuilds from a sentence, in minutes
✕Simulation queued behind specialist backlogs
✓Loads, thermal, and flow checked on every change
✕Fit and clearance errors discovered at assembly
✓Interference caught before anything is cut
✕Tribal knowledge, no audit trail on decisions
✓Every claim on a signed verification ledger
✕Mechanical, electrical, and firmware in silos
✓One loop wires the harness to the exact geometry
✕DFM surprises when the factory quotes the part
✓Printability and machinability verified up front
Shipping today, on the record.
Not a roadmap. These run in Supra right now, every result labeled
estimated or validated.
Structural sanity
Mesh cross-section bending and axial stress, safety factors against real
material yield, deflection estimates on every load case.
Thermal margin
Steady-state hot-spot estimates with conduction plus convection paths,
checked against material service limits.
Motion sanity
Mechanism degree-of-freedom analysis and travel interference hints before
anything is printed.
Trade studies
Latin hypercube sweeps, Pareto fronts, and parameter sensitivity with a
knee-point recommendation.
Release packages
BOM, revision notes, assembly sequence, compliance checklist, and
sha256-stamped artifacts in one call.
Merge gates
Pull requests for hardware: a design with failing checks cannot merge,
and the gate shows its evidence.
Lives inside real CAD.
Supra isn't a walled garden. It works with the open CAD stack you
already trust, both directions.
WORKBENCH
A copilot panel inside FreeCAD
Type intent in a dock panel; parts and placed assemblies appear in your active
document as real solids. Edit dimensions in the panel, the model rebuilds in
place, fully re-checked.
TWO-WAY
Round-trip your edits
One click opens any part in FreeCAD. Push and pull with mature CAD tools, export
STEP, import it back, Supra tracks it as a new version with an engineering diff
against the original.
OPEN FORMATS
STEP-first, always
Exact BREP geometry any engineer can open, plus STL for the printer. Your
designs are never trapped in a proprietary blob.
Five layers. One workspace.
Not a chatbot in CAD. Not a prompt-to-mesh toy. A coordinated
engineering system.
L1
Build
Prompt-to-parametric parts and assemblies. Templates, standard
components, dimension-aware edits.
L2
Check
Printability, fit and clearance, assembly sanity, structural and
thermal estimates, honestly labeled.
L3
Release
Manufacturing exports, BOMs, build guidance, revision notes.
A design state you can hand off.
L4
Systems
Motion sanity, actuator mapping, wiring guidance, firmware
scaffolds, for products that move.
L5
Collaboration
Commits, branches, reviews, releases, plus publish,
fork, and remix for the community.
Review hardware like code.
Branch a design into lighter, cheaper, stronger. Diff it in
engineering terms, mass, clearance, printability, margin, not file bytes.
Gate the merge on checks.
GITHUB, FOR MACHINES.
compare main ← chassis/lighter-v2
Mass412 g → 338 g −18%
Clearancebattery bay +2.4 mm ✓
Printabilityoverhang 6.2% → 2.1% ✓
Fastener fitM5 @ ISO 273 ✓
BOM27 → 24 items
checks 8/8 pass, merge readymerge gated on checks
illustrative diff, real diffs are computed from your design's geometry and checks
What we won't pretend.
Credibility is the product. Supra is engineered to underclaim.
Honest heuristics for printability, labeled as heuristics
Auto-fixes that are re-verified, never assumed
A ledger of every assumption and open risk
SUPRA WON'T
Claim simulation truth it hasn't earned, estimates are labeled estimates
Replace physical testing, it tells you which test to run first
Ship silent failures, every error is loud, logged, and on the record
Take the human out of safety-critical decisions
From first build to funded fleet.
These are illustrative scenarios written from our
target workflows, not real customer quotes. Yet. Early access is how that changes.
“I built something real, and I barely knew CAD.”
SCENARIO · FIRST-TIME BUILDER
“Three branches explored by lunch. We used to manage one a week.”
SCENARIO · ROBOTICS STARTUP
“We now review hardware changes the way we review code.”
SCENARIO · HARDWARE TEAM LEAD
Get Supra
Free beta for Windows and Mac. CAD artifacts and project history stay local by default.
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