Skip to main content
MOZIAn engineering agent built on Engineering AI

Engineering capabilities to match your ambitions

Turn engineering goals into work: choose tools, organize tasks and follow results. Simplify everyday work and keep complex tasks moving.

Concept illustration linking a wheel engineering goal to plans, tools and analysis results
See MOZI organize work around an engineering goal
See MOZI organize work around an engineering goal
EVERYDAY CHALLENGES

What gets in the way of engineering work?

  • The engineering goal is clear.Which tools should you use?

  • The tools and methods are available.Why connect every step by hand?

  • Inputs are scattered across steps.Why gather them again for every task?

  • Several tasks are running.How do you keep track of progress and blockers?

  • The analyses return multiple results.How do you bring them together for comparison?

  • Requirements change or tools fall short.What should happen next?

Working with MOZI

Keep engineering work focused on the goal

Select suitable tools, prepare inputs and track execution, then bring results together for engineering review.

Illustrated working approach

Compare lighter wheel designs

Compare lightweighting candidates for this wheel model using the specified material and loads.

Example tasks

Inputs and tools

  • Target mass
  • Material and loads
  • Acceptance criteria

You supply the inputs; gaps are flagged.

Wheel load validation
Engineering pipeline

This example combines suitable Apps and pipelines.

Connected, authorized tools, used within their scope.

MOZI

Organize the engineering work

  1. Plan the comparison

    Define the mass goal, constraints and shared evaluation criteria.

    Engineers confirm key plans

  2. Organize candidate calculations

    Select suitable methods and pipelines, then follow the calculations.

    Engineers assess major changes

  3. Bring results together for review

    Compare mass, structural response and calculation conditions.

    Engineers review the results

Task outputs

Experts create and improve methods

Experts investigate and validate methods for requirements not yet covered.

Tools and validation details
  1. Original load performance

    The lighter design must still meet the original load requirements.

    Wheel load validationExisting method
    Authorized Engineering Apps and pipelines

    Check the part against the existing method’s scope first.

    Starting point

    Original load cases, existing methods and their documented scope.

  2. Compare candidate designs

    Different designs need a consistent basis for evaluation.

    Existing calculations + a comparison method to connect

    Confirm authorization, inputs and scope before connecting it.

    Still needed

    Candidate models, common criteria and confirmation that the added method applies.

  3. An added load case

    Existing validation does not yet cover the new requirement.

    Existing load method + expert investigation

    Experts assess whether to extend the method or develop another.

    First proposed check

    Define the added load and acceptance criteria, then validate whether the method applies.

Product demo

From a goal to candidates you can compare

See MOZI organize inputs, follow calculations and bring candidate designs together.

Task in the demo

Reduce wheel mass and compare the candidates’ structural response.

Compare candidates and trade-offs

Selected filter rules shown at 00:37

Mass
≤ 9.5 kg
Maximum equivalent plastic strain
< 0.1
Three recommendations shown at 00:37
CandidatePriorityMass / kgMaximum equivalent plastic strain
A-213Mass9.2580.037383
A-234Balance9.2920.02989
A-163Strain9.4260.026317

Among these three recommendations, A-213 is lightest; A-163 has the lowest maximum equivalent plastic strain.

Review material, load cases, wall thickness and acceptance criteria. Engineers confirm the final choice.

Demonstration detail
Full-frame context

Frames from the product demo. The added-load example is illustrative; its full validation and customer acceptance are not shown.

Watch this part00:35
More product views and result notes

These separate product screens show planning, input preparation and execution status. The interruption record does not describe the completion state of the demonstration above.

Task planning

Real product interface | Planning
Detail view
Full interface overview

Inputs and applicability

Real product interface | Preparation
Detail view
Full interface overview

Status and interruption records

Real product interface | Task status and execution records
Detail view
Full interface overview

Engineering results explained

Engineers confirm key conclusions and follow-up actions

  • Inputs and conditions
  • Plans and versions
  • Tool calls
  • Results and judgments
When requirements change

A basis for the next step when requirements change

Keep applicable steps and establish the validation the new requirement needs.

Illustrated working approach

Original validation does not yet cover the added load case.

What is available

Wheel load validation

Retain the original methods and steps that still apply.

What is still missing

New loads, boundary conditions, acceptance criteria and method applicability.

First check to consider

Define the new case and criteria, then validate method applicability.

Awaiting engineer confirmation

Engineer confirmation

Confirm the first check, resources and major changes.

Findings and next steps

What this check should answerCan the existing method cover the new requirement, or do experts need to explore another approach?

  • The method applies and validation can proceedConfirm added calculations and candidate comparisons
  • New constraints change the feasible pathsAssess changes to the design or goal
  • Methods or criteria remain unresolvedSeek expert exploration and validation

Defer candidate conclusions for the new case until the key validation is available.

Build on prior work

A stronger starting point for the next goal

Check and reuse suitable methods and records for similar tasks; add validation when requirements change.

Existing methods and records

Wheel load validationIf expert validation succeeds

Engineering pipeline

Inputs, results and review records
Inputs and versions
Part, material, loads, boundary conditions and task versions
Candidates and results
Relevant candidates, response metrics and calculation conditions
Review and scope
Expert review records, validated scope and open questions
The next similar task

Lightweighting analysis for a similar wheel

MOZICheck scope for this task
  1. Reuse applicable steps

    Select authorized Engineering Apps and pipelines.

  2. Update task inputs

    Check the part, material, load cases and acceptance criteria.

  3. Add validation where needed

    Experts investigate and validate any missing methods.

Illustrative workflow. Reuse stays within validated scope; experts validate added load cases. Engineers review this task’s results.
PRODUCT COLLABORATION

Specialist tools, organized for the goal

View the product system

GEWU

Experts create and validate methods.

Provides Engineering Apps and specialist AI

MOZI

Select tools, organize tasks and follow results.

Engineers assess the paths and trade-offs, then confirm major changes and results.

TAKE THE NEXT STEP WITH MOZI

Start with the engineering task at hand

A routine analysis, a design comparison or a complex goal: start with the information and progress you already have.

  1. Describe the task

    Share the goal, part and information you already have.

  2. Review the work

    Discuss tool selection, input preparation and connected steps.

  3. Discuss a starting point

    Identify steps to simplify, expected results and engineering judgments.