The Physics AI advantage.
Model Factory authors validated Physics AI models from engineering data, fleet history and existing simulation libraries, including packages that screen new designs before full CFD or CAE. Edge puts health, remaining useful life and diagnostic evidence in front of crews and maintainers through VHMS, on the vehicle and at the platform.
PredictiveIQ Model Factory
Connect engineering knowledge, fleet data and simulation libraries into validated packages built for real assets, not lab-only models.
- Workflows from raw inputs to validated packages
- Physics-grounded signal and state definitions
- HI, CI and RUL meaning encoded in the model
- Simulation libraries reused for design screening
- Proof artifacts for accountable field use
PredictiveIQ Edge
Deploy one validated model for live crew awareness and for maintainer PMCS, using the data each role already has. VHMS carries health, diagnostics and remaining useful life to both.
- On platform: live vehicle data for continuous crew / operator awareness
- At platform: offloaded data for preventive maintenance checks and services (PMCS), troubleshooting and maintainers
- Anomaly and fault evidence tied to subsystem, signal and operating context
Built for valuable physical assets.
Deploy physics AI where downtime, degradation and operating decisions have real consequences.
Defense
Joint force platforms from ground to air and maritime. Health, diagnostics and RUL at the edge.
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Commercial
Design screening in engineering, then fleet health and diagnostics from mining and energy into long haul operation.
Read the industry storyUpdates from PredictiveIQ.
Company news, events we attend, and milestones. The latest below.
September 16, 2025 · Blog
The Age of Physics Has Arrived: Physics-Informed AI May Prove as Transformative as the Large Language Model Boom
Two pillars of AI: Language is to People what Physics is to Machines. A New Revolution in AI For the past several years, the world has been captivated by Large
Read the story →March 27, 2025 · News
PredictiveIQ Selected to Present at Prestigious Venture Summit West
FOR IMMEDIATE RELEASE - PRESS RELEASE Silicon Valley, CA – March 27th 2025 – PredictiveIQ is proud to announce that it has been selected to present at the upcoming Venture
Read the story →Bring a failure mode, a dataset or a simulation workflow.
We will map the path from your existing engineering or operational data to a validated physics AI model and the right deployment approach.