Pilot + Roadmap
Three research programs connect ScanIQ's core geometry/physics engine to resonance optimization, GPU vision and quantum magnetometry. Maturity labels are part of the product, not a disclaimer hidden in the footer.
Instead of asking for one mode shape, ScanIQ sweeps geometry, material and boundary conditions around the modal solver to build a map: frequency versus design variable, with sensitivity ranking. The practical question is: which dimension moves which mode, and how far?
“Tune the part away from the engine's excitation band.” The map makes sensitivity visible before the geometry is committed.
Heavy image streams should not queue behind CPU decode. DALI moves decode and augmentation onto rented NVIDIA GPU pods so reconstruction and AI models can consume frames without the CPU becoming the choke point.
The CPU server handles capture, file sorting, geometry and orchestration. Heavy jobs burst to rented NVIDIA GPU pods billed by usage.
A 300-frame phone video can be decoded and prepared on the GPU so scan reconstruction can move toward minute-scale turnaround on an on-demand pod.
ScanIQ's contribution is the software layer: magnetic forward modelling, discriminator training, source/provenance handling and verification. Candidate sensors include optically pumped magnetometers and nitrogen-vacancy diamond sensors.
A submersible or AUV estimates where it is by matching measured crustal magnetic anomalies to a map, without GPS or acoustic beacons. Current ScanIQ work is simulation and public-data software research.
Research into separating fetal cardiac magnetic signals from maternal and environmental components, then mapping candidate sources in 3-D. No diagnostic or clinical claims.
No invisible maturity inflation.
| Program | Status | Exists today | Next |
|---|---|---|---|
| Parametric resonance mapping | Pilot | Modal solver and real mode results. | Automated design-variable sweeps + sensitivity ranking. |
| GPU vision with NVIDIA DALI | Pilot | CPU capture/orchestration; rented GPU burst compute. | DALI decode/augmentation feeding reconstruction/model stages. |
| MagNav AI discriminator | Roadmap | Software simulation and public data. | Acquire/partner for sensor hardware; validate discriminator with real sensor runs. |
| Fetal biomagnetic mapping | Roadmap | Research architecture only. | Research partnership, appropriate instrumentation and governed study design. |
| Helical/toroidal propulsion | Pilot | 7-blade geometry + toroidal coil field map. | Queued CFD validation and hardware iteration. |