Solutions for AI in Engineering

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Platform Subscription

NVIDIA Omniverse

NVIDIA

Libraries and microservices to build industrial digital twins and robotics simulation. Uses AI + accelerated computing for “physical AI” apps.

Digital Twin
Platform Subscription

Autodesk Fusion

Autodesk

Cloud platform for CAD/CAM/CAE/PCB with Autodesk AI features. Includes Generative Design to explore optimized solutions.

PLM
Add-on Service Subscription

GitHub Copilot

GitHub

AI pair programmer for code completion, chat, and agent workflows. Available across popular IDEs and GitHub.

Code Generation
Platform Freemium

Bolt.new

StackBlitz

Browser-based AI agent to build full-stack apps. Prompts, runs, edits, and deploys without local setup.

Code Generation
Standalone Freemium

Cursor

Anysphere, Inc.

AI-first code editor with codebase-aware chat and agent workflows. Generates and refactors code using multiple leading models.

Code Generation
Add-on Service Quote Based

Polarion Copilot

Siemens Digital Industries Software

Polarion Copilot uses Azure-hosted OpenAI to analyze similarity, detect contradictions, and validate requirements to guidelines.

Requirements Systems Engineering
Add-on Service Quote Based

Codebeamer AI

PTC

Generative AI features in Codebeamer to draft requirements and speed V&V with integrated lifecycle workflows.

Systems Engineering Requirements
Add-on Service Quote Based

Jama Connect Advisor

Jama Software

AI in Jama Connect to guide requirement authoring and strengthen traceability across teams and tools.

Systems Engineering Requirements
Platform Quote Based

Visure Requirements ALM Platform

Visure Solutions

AI-powered requirements ALM with risk/quality analysis and test-case generation plus DOORS/Jira/ReqIF connectors.

Systems Engineering Requirements
SaaS Quote Based

Portal0

AI Marketplace GmbH

LLM-based extraction turns documents into structured requirements with similarity checks and ReqIF export.

Systems Engineering Requirements
Plugin Quote Based

TESSA

AI Marketplace GmbH

AI automates SysML model generation and quality checks, integrating with Cameo/EA/PTC Modeler.

Systems Engineering

Is there anything missing from the list? What other AI solutions should we include?