Pilot
Parametric resonance mapping
Sweep geometry, material and boundary conditions through modal analysis; rank which dimension moves which mode away from a known excitation band.
Computational engineering engine
Engineering Intelligence
From Reality
ScanIQ captures the real part, parameterizes it, builds signed-distance geometry, solves FEA, resonance and CFD, optimizes, manufactures, then measures the result and feeds it back. Every dimension stays tagged [CALIPER], [PHOTO] or [ASSUMED], so a model can never hide a guess.
Live enginePilot researchRoadmap programs
The engine · Live
One loop. Geometry in, decisions out.
Every ScanIQ job runs the same circuit. Signed-distance geometry (PicoGK) sits at the center so parametric changes, solver fields and manufacturing output all read from one source. The pulse on the ring is the direction of travel; the loop closes when metrology feeds back into the parameters.
- CaptureLIVE
- ParameterizeLIVE
- SDF / PicoGKLIVE
- FEA · Modal · CFDCFD QUEUED
- OptimizePILOT
- ManufactureLIVE
- MetrologyLIVE
- Learn ↺PILOT
Capture → Parameterize
Phone photos, a printed 1 mm ArUco mat and caliper readings become a parametric model in CadQuery, build123d or FreeCAD. Provenance travels with every dimension.
SDF / PicoGK
Signed-distance fields make lattices, conformal channels, helicoid blades and fluid negative space ordinary operations instead of mesh surgery.
FEA · Modal · Fatigue · CFD · Acoustics
Static FEA, mode shapes, Goodman/Basquin fatigue, OpenFOAM k-ω SST, 1-D exhaust acoustics and EM field maps. The Physics Coach states the question and the pass rule before a solver runs.
Optimize · Pilot
Multi-agent proposals ranked against the stated objective and constraints. Agreement raises confidence; disagreement goes to a human, never averaged away.
Manufacture → Metrology → Learn
STEP, STL, drawings and G-code out. Calipers and photos on the finished part close the loop and correct the parameters.
[CALIPER] hard measurement[PHOTO] image-derived[ASSUMED] verify before build
FEA · Modal · Live
What the solver actually said
These are the production results, not illustrations. Colour ramps are the solver's own; the numbers under each image are the ones that went into the report.
6.61SF · rocker static
0.01 MPa71.9 MPa
4,896 Hzrocker mode 1
Far above chassis and engine excitation bands for this part.
1,121 Hzshock body mode 1
Shock body digital twin, same modal workflow. See the mode shape.
Parametric · Provenance
Parameters stay live. Guesses stay visible.
The KYB PSF2 fork cap v2 is rebuilt as a parametric revolve. Caliper-locked dimensions cannot drift during optimization. Dimensions nobody has measured yet remain [ASSUMED] and block manufacturing output until resolved.
Parameter table
| thread_crest_d | 41.9 mm | locked · caliper |
| thread_pitch | 1.5 mm | locked · caliper |
| overall_length | 55.62 mm | locked · caliper |
| stem_od / stem_id | 16 / 11 mm | locked · caliper |
| groove_depth | ? | assumed · blocks export |
| fillet_r | 0.6–1.2 mm | free · optimizer |
Which dimension moves which mode is the Pilot resonance-mapping program. The sensitivity bars below are a schematic of the method, not a completed sweep.
CFD · Fields
Flow and field, labeled by what has run
The seven-blade helical thruster has a computed electromagnetic field map today. Its OpenFOAM run is queued, so the streamlines over the duct are a visualization of the question, not a result.
Closed loop · Metrology
Make it, measure it, correct the model
The brake guard went from phone photos to a metric STL to a printed part. The printed part is then measured and the deviation returns to the parameters. The heat-map step is where the loop closes.
Research
Measured ambition, labeled honestly
Each program says what exists now. Magnetometry is software research on simulation and public data; no magnetometer hardware is owned. Biomagnetic work is research, not a medical device.
RoadmapResearch
Magnetic-fingerprint navigation
A submersible localizes against the seafloor's magnetic anomaly map without GPS or beacons. ScanIQ's role is forward modelling, discrimination and provenance.
Pilot
GPU vision · NVIDIA DALI
Rented GPU pods decode and augment phone photo and video streams so reconstruction never waits on the CPU.
RoadmapNot a medical device
Biomagnetic source mapping
Separate fetal cardiac magnetic signals from maternal and environmental components, then map candidate sources in 3-D. No diagnostic or clinical claims.
Industry reach
Twenty places the same engine can work
The physics changes by industry; the operating principle does not: capture the real object, preserve source provenance, solve the question that matters, and keep the uncertainty visible.
Live
Motocross / Supercross / Powersports
Fork caps, rocker linkages, shock bodies and exhaust sound decision support.
static FEA · modal · fatigue · 1-D acoustics
Pilot
Marine & Subsea
Ducted thrusters, AUV geometry and magnetic-anomaly navigation research.
CFD · EM field maps · MagNav forward models
Pilot
Aerospace & Space
Reverse-engineered brackets, propulsion concepts and lattice mass removal.
FEA · modal · fatigue · SDF lattices
Roadmap
Defense Logistics
Photo-to-spare workflows and GPS-denied navigation research.
provenance · FEA · MagNav research
Roadmap
Medical Research
Orthotic/prosthetic geometry plus fetal biomagnetic signal research.
scan geometry · OPM/NV simulation · source mapping
Live
Automotive Restoration
Rebuild obsolete parts from photos, calipers and surviving interfaces.
reverse engineering · FEA · material screening
Pilot
Agriculture & Heavy Equipment
Wear parts, brackets and machine telemetry interfaces.
FEA · fatigue · J1939-oriented data models
Pilot
Energy & HVAC
Conformal heat-exchanger channels and vibration studies for rotating equipment.
SDF channels · CFD · modal
Roadmap
Mining & Geophysics
Equipment spares and magnetic-field simulation for survey research.
FEA · magnetic forward models
Pilot
Rail
Bracket and bogie resonance screening and replacement-part reconstruction.
modal · fatigue · FEA
Pilot
Robotics
Custom grippers and lightweight arms optimized around the actual workspace.
SDF · FEA · parametric CAD
Pilot
E-mobility
Battery enclosures, motor mounts and cooling geometry.
FEA · modal · thermal/material screening
Pilot
Architecture / BIM
As-built capture toward parametric models and digital fabrication.
photogrammetry · parametric CAD · geometry QA
Live
Film, Props & Theme Parks
Non-contact capture to replica or fit-check artifact.
scan · mesh cleanup · printable geometry
Pilot
Musical Instruments & Audio
Resonance-tuned bodies and Helmholtz-style acoustic geometry.
modal · 1-D acoustics · parameter sweeps
Pilot
Sports Equipment
Geometry capture and structural screening for custom sports components.
FEA · fatigue · modal
Pilot
Archaeology & Museums
Non-contact artifact capture and reversible digital replication.
photogrammetry · mesh preservation · provenance
Live
Education
A phone-centered physics lab: capture, reconstruct, solve, inspect.
photogrammetry · FEA · modal · provenance
Live
Industrial Maintenance
Reverse engineering, failure-analysis support and inspection-ready models.
scan-to-CAD · FEA · fatigue · provenance
Live
Consumer Products
Repair parts and custom-fit objects made from the object in hand.
scan · parametric CAD · printable geometry