From engineering challenge to production-ready AI.

From engineering challenge to production-ready AI.

From engineering challenge to production-ready AI.

We combine simulation, data engineering and machine learning expertise to build AI with your engineering team, from data preparation to integration and deployment.

Discuss your project

FROM YOUR DATA TO YOUR WORKFLOW

Built around your tools · Your data. Your models.

Engineering expertise

Physics and domain knowledge
at the core.

Workflow integration

Useful capabilities in the tools you use.

Knowledge transfer

The know-how to keep moving forward.

01 / WHAT WE BUILD WITH YOU

Bring AI into your simulation workflow.

Bring AI into your simulation workflow.

Start with the engineering problem you need to solve. Together, we identify where AI can help and build the capability around your data, tools and requirements.

01

01 Physics AI models

01

02 AI-in-the-loop

01

03 Agentic simulation

01

04 AI-powered data analytics

Predict complex physical behavior.

Learn from simulation and engineering data to build models that support faster exploration of your design space.

Simulation data · Learned model · Predictions

Illustrative workflow · Scope and validation defined with your team.

Predict complex physical behavior.

Learn from simulation and engineering data to build models that support faster exploration of your design space.

Simulation data · Learned model · Predictions

Illustrative workflow · Scope and validation defined with your team.

Put learned models into your workflow.

Embed learned models into simulation, optimization and design workflows, with integration shaped around your engineering requirements.

Design inputs · AI + simulation · Engineering decisions

Illustrative workflow · Scope and validation defined with your team.

Connect AI agents to engineering expertise.

Build AI agents that interact with simulation tools, engineering data and domain knowledge to support your engineering workflows.

Domain knowledge · AI agent · Simulation tools

Illustrative workflow · Scope and validation defined with your team.

Turn complex datasets into useful insights.

Explore, compare and extract insights from complex engineering datasets to help your team understand results and make informed decisions.

Engineering data · Explore + compare · Insights

Illustrative workflow · Scope and validation defined with your team.

02 / HOW WE WORK

Built with you. Built to last.

Built with you. Built to last.

A collaborative service, from the first engineering question to a capability your team can use, adapt and extend.

01

Frame

Start from the engineering challenge, available data and measurable objectives.

Align on the problem and success criteria.

01

Frame

Start from the engineering challenge, available data and measurable objectives.

Align on the problem and success criteria.

02

Build

Prepare the data, develop the right model and validate it against engineering requirements.

Evaluate the capability against your needs.

02

Build

Prepare the data, develop the right model and validate it against engineering requirements.

Evaluate the capability against your needs.

03

Integrate

Package the capability into your workflow, API, SDK, application or existing toolchain.

Make it usable in your engineering environment.

03

Integrate

Package the capability into your workflow, API, SDK, application or existing toolchain.

Make it usable in your engineering environment.

04

Upskill

Document, explain and transfer the know-how so your teams can use, adapt and extend it.

Build the skills to keep moving forward.

04

Upskill

Document, explain and transfer the know-how so your teams can use, adapt and extend it.

Build the skills to keep moving forward.

03 / YOUR CAPABILITY. YOUR CONTROL.

Build AI. Keep the knowledge.

Build AI. Keep the knowledge.

Work with a team that understands the physics behind the data, and builds around the way your engineers work.

Your data.

Your data.

Your models.

Your models.

Your knowledge.

Your knowledge.

01

Trust & transparency

You know how AI models are built. Development, validation and knowledge transfer are part of the collaboration.

02

Openness & sovereignty

Your data and models stay yours. Build and deploy while keeping control of your engineering assets.

03

Customization & integration

Built around your data, tools and engineering workflows, with a path from model development to industrial deployment.

04 / BEFORE WE START

Let’s make the next step clear.

Let’s make the next step clear.

Bring your engineering question. We’ll explore the possibilities together.

Miura One

Is Miura One a service or a software product?

Miura One is a collaborative engineering AI service. We work alongside your team to frame the problem, prepare data, develop and validate models, integrate the capability and transfer the know-how.

Miura One

What should we bring to a first discussion?

Your engineering challenge, the tools you use, the data you have and the outcome you want to achieve. These give us a starting point to discuss feasibility, priorities and an appropriate scope.

Miura One

Can you work with our existing toolchain?

Integration is part of the approach. Depending on your project, the capability can be packaged into a workflow, API, SDK, application or existing engineering toolchain.

Miura One

What happens after model development?

We work on integration and deployment as defined by the project, alongside documentation and knowledge transfer. The goal is for your team to use, adapt and extend what we build together.

LET’S START WITH YOUR ENGINEERING CHALLENGE

What would you like to build with AI?

What would you like to build with AI?

Tell us about your data, your workflow and the problem you want to solve.
Let’s explore what Miura One can bring to your team.

Talk to the Miura team

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