Four offerings, each checked against your standard

Each one starts from data you already have and ends with outputs your engineers can check. Two are available as pilots today; two are working prototypes.

Compare the offerings

The four offerings, as of 7 November 2026
OfferingWhat it doesTypical outputStatus
Generative designGenerates and compares design alternatives against constraints such as weight, cost, strength, material use and manufacturability.Ranked design options, with the constraint trade-offs made explicit.Available as a pilot
AI-accelerated simulationUses trained surrogate models to approximate slow physics solvers, then checks the most promising results with full solvers.A validated shortlist of designs for full simulation.Working prototype
Digital twins and maintenanceBuilds a live model of an asset from its sensor data and flags likely faults before failure.Health indicators, alerts and maintenance schedules.Available as a pilot
Engineering copilotsRetrieval-based assistants grounded in your own drawings, standards and reports, with citations back to the source documents.Answers your engineers can trace to their sources.Working prototype

This table is also published as JSON: /data/offerings.json

Bring us one problem you can measure

Design partners get a fixed-scope pilot on one design or maintenance problem, built with their engineers and checked against their standards.