Map the actual procedure
Break the task into inputs, dependencies, actions and checks. Identify manual steps, failure conditions and tool gaps before deciding what to automate.
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Engineering workflows & automation
Make your engineering workflow easier to repeat.
Connect recurring design and analysis tasks into a workflow your team can run, inspect and maintain. We help define the steps, integrate the available tools and add automation where the inputs, outputs and review points are understood.
When to bring us in
Questions worth
answering early.
- Which repeated steps can become reliable commands or scripts?
- How can design changes, solver results and reports stay connected?
- Where can an AI assistant help, and where should an engineer decide?
Scope of work
What we can work on together.
Connect tools and repeatable tasks
Scope scripts, command-line workflows and integrations for the agreed environment. Automate suitable setup, analysis and reporting steps while retaining the provenance of the results.
Introduce reviewed AI assistance
Where useful, expose suitable engineering actions through Model Context Protocol (MCP) or an existing assistant interface. Define proposal and review steps, error handling and the information available to local or external tools.
Example scope
Turn a recurring simulation study into a procedure that checks inputs, runs the supported solver steps and prepares results for an engineer to review.
What you receive
Work your team
can take forward.
We agree the deliverables and working formats when defining the scope.
- A workflow map describing dependencies, automated steps and human review points.
- Scripts or tool integrations for the agreed tasks, with example inputs and checks.
- Run and handover documentation covering configuration, result interpretation, failures and manual recovery.
Getting started
Bring the question.
And what you know.
Start with the inputs you have. We can identify gaps together.
- A representative task, sample files and a description of the current procedure.
- Available tools, interfaces, runtime environments and access constraints.
- Expected outputs, review responsibilities and rules for using data with external services.
Using the results
Automation your team can inspect and own.
We define the supported scope and leave manual steps visible. An assistant's proposal passes through the agreed engineering review before it changes a design. Local solver execution and external model processing are considered separately when agreeing how project data is handled.
Discuss your requirements
Let's define
a useful first step.
Tell us what you need to decide, the work already done and the constraints to consider.
Discuss this service