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Company Profile · 2026

Sovereign AI for industrial and manufacturing engineering

AI that runs on your infrastructure and learns from your data: agents that take over repetitive engineering work, surrogate models that predict in minutes, and a digital thread that connects engineering and production data.

Cloud, on-prem or air-gappedYou own the IPWorks with your CAD & solvers

AI Adoption Framework: five paths

01 · Services
PATH 01

Workshop

A concrete deployment plan for one specific engineering problem.

PATH 02

Training

Engineers who can operate AI tools and catch an incorrect result.

PATH 03

Workflow Automation

Routine simulation and CAD steps run as one repeatable process.

AgentCrew · Spectra · Iso
PATH 04

Data Management

Legacy files and new runs become a searchable catalog.

Prism
PATH 05

Surrogate Models

Faster design iterations, or dedicated models for complex physics.

Sift

Three solutions, five products

02 · Products
Agentic AIRepetitive engineering and operations work, taken over by supervised agents.
AgentCrewSupervised agents

Agents that prepare, set up and run your simulations. Describe the run in a sentence; the agents plan it and run it while you supervise.

SpectraRepeatable workflow

Design workflows that combine deterministic steps with AI. Set the rules up once; it runs on every new job, with an engineer approving each decision.

IsoInteractive chat

An AI assistant you chat with inside your CAD tool. Ask in plain language while you model.

Digital ThreadEngineering, production and business data, connected.
PrismEngineering data & knowledge

Puts every team on the same numbers: engineering, quality and supply-chain data under your own metric definitions, with the records behind every answer.

Surrogate ModelingPredictions in minutes from past simulation and test data.
SiftSurrogate modeling & model order reduction

Compresses the design cycle by orders of magnitude: simulation results in minutes instead of hours or weeks, trained on your legacy simulation archives.

NVIDIA Inception

member: Sift trains physics-AI surrogates with NVIDIA PhysicsNeMo

NAFEMS

member of the international association for engineering simulation

10+

AI use cases already delivered into production for our clients

5× faster

time to market on client projects