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.
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?
Keep engineering work focused on the goal
Select suitable tools, prepare inputs and track execution, then bring results together for engineering review.
Compare lighter wheel designs
Compare lightweighting candidates for this wheel model using the specified material and loads.
Inputs and tools
- Target mass
- Material and loads
- Acceptance criteria
You supply the inputs; gaps are flagged.
This example combines suitable Apps and pipelines.
Connected, authorized tools, used within their scope.
Organize the engineering work
Plan the comparison
Define the mass goal, constraints and shared evaluation criteria.
Engineers confirm key plans
Organize candidate calculations
Select suitable methods and pipelines, then follow the calculations.
Engineers assess major changes
Bring results together for review
Compare mass, structural response and calculation conditions.
Engineers review the results
Task outputs
Experts investigate and validate methods for requirements not yet covered.
Tools and validation details
Original load performance
The lighter design must still meet the original load requirements.
Wheel load validationExisting methodAuthorized Engineering Apps and pipelinesCheck the part against the existing method’s scope first.
Starting pointOriginal load cases, existing methods and their documented scope.
Compare candidate designs
Different designs need a consistent basis for evaluation.
Existing calculations + a comparison method to connectConfirm authorization, inputs and scope before connecting it.
Still neededCandidate models, common criteria and confirmation that the added method applies.
An added load case
Existing validation does not yet cover the new requirement.
Existing load method + expert investigationExperts assess whether to extend the method or develop another.
First proposed checkDefine the added load and acceptance criteria, then validate whether the method applies.
From a goal to candidates you can compare
See MOZI organize inputs, follow calculations and bring candidate designs together.
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
| Candidate | Priority | Mass / kg | Maximum equivalent plastic strain |
|---|---|---|---|
| A-213 | Mass | 9.258 | 0.037383 |
| A-234 | Balance | 9.292 | 0.02989 |
| A-163 | Strain | 9.426 | 0.026317 |
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.
Frames from the product demo. The added-load example is illustrative; its full validation and customer acceptance are not shown.
Watch this part00:35More 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
Inputs and applicability
Status and interruption records
Engineering results explained
Engineers confirm key conclusions and follow-up actions
- Inputs and conditions
- Plans and versions
- Tool calls
- Results and judgments
A basis for the next step when requirements change
Keep applicable steps and establish the validation the new requirement needs.
Illustrated working approach
Check whether the existing method covers the part and acceptance requirements.
What is available
Existing load-validation methods and calculation steps.
What is still missing
Applicability to the current model, material and loads.
First check to consider
Check inputs, method scope and acceptance criteria.
Awaiting engineer confirmation
Confirm the first check, acceptance requirements and scope of effort.
Findings and next steps
Original validation does not yet cover the added load case.
What is available
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
Confirm the first check, resources and major changes.
Findings and next steps
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
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
Lightweighting analysis for a similar wheel
Reuse applicable steps
Select authorized Engineering Apps and pipelines.
Update task inputs
Check the part, material, load cases and acceptance criteria.
Add validation where needed
Experts investigate and validate any missing methods.
Specialist tools, organized for the goal
GEWU
Experts create and validate methods.
LUBAN
Compose and run pipelines to expand engineering capacity.
MOZI
Select tools, organize tasks and follow 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.
Describe the task
Share the goal, part and information you already have.
Review the work
Discuss tool selection, input preparation and connected steps.
Discuss a starting point
Identify steps to simplify, expected results and engineering judgments.

