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Manufacturing

Leverage Agents for R&D and Digital Engineering

Accelerate time to market, reduce development cycle time, and improve design quality by connecting requirements, simulation, engineering decisions, and change workflows with AI agents.
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SCENARIOS

Move from engineering complexity to faster, better decisions

Use AI agents to maintain requirements traceability, accelerate simulation and validation, surface engineering tradeoffs, and coordinate changes from design through downstream execution.
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Requirements engineering and traceability

Maintain end-to-end traceability across requirements, design decisions, tests, and changes to reduce rework and late-stage surprises.
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Simulation and validation

Coordinate simulation models, test evidence, defects, and release criteria to validate designs faster and reduce physical prototyping.
A man looking at a clipboard.

Engineering change management

Connect impact analysis, approvals, and downstream execution to shorten engineering change cycles and reduce costly rework.
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CUSTOMER STORIES

See how manufacturers are accelerating engineering decisions and time to market with AI agents

  1. MAIRE logo
  2. Krones logo
  3. Continental logo
MAIRE engineering team collaborating on complex industrial project workflows.
MAIRE logo
“Connecting Microsoft technologies with Autodesk solutions, MAIRE helps its engineers navigate complexity and accelerate global engineering innovation.”
MAIRE | Microsoft Customer Story
100+
AI and Autodesk use cases implemented
Solutions
Krones factory engineering environment supporting digital simulation workflows.
Krones logo
“Krones is reimagining engineering with AI-powered simulations and digital twins that cut simulation run times by up to 98%.”
Krones | Microsoft Customer Story
98%
Simulation runtime reduction
Solutions
Continental automotive R&D team using AI-assisted requirements workflows.
Continental logo
“Continental relies on Microsoft Azure AI as a game changer for R&D requirements management and engineering efficiency.”
Continental | Microsoft Customer Story
Faster
Requirements analysis and development cycles
Solutions
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RESOURCES

Take the next step in your AI journey

  1.
A man holding a tablet.

Requirements engineering and traceability

Maintain end-to-end traceability across requirements, design decisions, tests, and changes to reduce rework and late-stage surprises.
Learn more
A woman with long black hair presenting a graph on a computer screen.

Simulation and validation

Coordinate simulation models, test evidence, defects, and release criteria to validate designs faster and reduce physical prototyping.
Learn more
A woman with short hair looking at a laptop screen.

Engineering decision support

Bring cost, quality, performance, risk, and schedule tradeoffs into one view so engineering teams can make faster, better-informed decisions.
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