Luminary Cloud

What is Luminary Cloud?

Luminary Cloud, at luminary.ai, is a platform for engineering teams to build and run Physics AI: models trained on simulation, test and operational data to predict how physical designs behave. It targets aerospace, automotive, defense and industrial machinery.

Key capabilities of Luminary Cloud

• Unified data: Combines simulation, test and operational data with provenance preserved.
• Simulation data generation: Generates data across proprietary, commercial and open-source solvers.
• Model training: Trains and validates models for fluid flow, structures, thermal and electromagnetics.
• Fast inference: Predicts full physical fields in under a second, per the vendor.
• CAD and CAE embedding: Embeds inference into design workflows, with monitoring and retraining.
• Model registry: Traceability for each model's data and approved operating range.

How Luminary Cloud works

Teams bring or generate simulation and test data, train and validate surrogate models, and publish them to a registry. Engineers then run predictions inside CAD and CAE tools, and the platform monitors model health and retrains. It deploys in cloud, hybrid and private environments, with APIs, SDKs and an AI assistant.

Who uses Luminary Cloud?

Engineering and simulation teams at aerospace, automotive and defense firms are the audience. The vendor names Northrop Grumman, Joby Aviation, Honda and others. Vendor figures include over 1,000 times faster than simulation and under 2 percent error for leading models.

Luminary Cloud pricing

Luminary Cloud does not publish pricing, and the site directs visitors to contact sales. Pricing is quote-based.

Luminary Cloud alternatives

Navier AI is the closest alternative, applying machine learning to CFD simulation. Vast.ai is a GPU rental marketplace and DeepInfra hosts model inference, so both provide generic compute rather than a Physics AI workflow.