How does MOZI advance a complex engineering task?

MOZI generates comparable plans around the engineering goal, invokes Engineering AI, Engineering Apps, and professional workspaces as task state changes, tracks execution, and turns results into engineering judgment and next actions.

Choose MOZI when An engineering goal must be planned and advanced dynamically across capabilities, roles, and stages.

PRODUCT 03 | ENGINEERING TASK AGENT

Plan Dynamically. Keep Complex Engineering Work Moving.

MOZI understands the engineering goal, plans dynamically, invokes capabilities, advances execution, and interprets results so engineers can command more complex work

Start an Engineering Task Watch the Product Demo

MOZI complex engineering task planning and execution interface — See MOZI Advance One Complex Engineering Task

01 | PRODUCT DEFINITION

Keep the Entire Task Thread Moving around One Engineering Goal

MOZI connects plans, capabilities, states, and results so complex engineering work keeps moving from goal to delivery

INPUT

TASK ORIGIN

A Real Engineering Goal

Engineering objectGoals and constraintsEngineering contextAcceptance criteria

ENGINEERING TASK AGENT

MOZI

01Understand

02Plan

03Invoke

04Advance

05Interpret

OUTPUT

TASK OUTCOME

Engineering Results and Action

Task resultEngineering judgmentResult evidenceNext action

02 | TASK PLANNING

Generate Comparable Task Plans from the Engineering Goal

MOZI brings goals, constraints, resources, and validation requirements together, generates alternative paths, and lets engineers confirm the critical plan

MOZI generates three comparable task plans for a wheel lightweighting goal — REAL PRODUCT INTERFACE | MOZI TASK PLANNINGPRODUCT PROOF / 01View Full Interface

Alternative planning

Generate paths that balance speed, coverage, and completeness

Comparable tradeoffs

Surface task scope, compute commitment, and critical risk together

Engineer confirmation

Select, combine, or adjust the plan before execution

03 | CAPABILITY PREPARATION

Connect Every Task Step to the Right Engineering Capability

MOZI matches Engineering Apps to the current task state and organizes models, parameters, and engineering objects for execution

MOZI connects a wheel impact Engineering App and prepares its model and parameters — REAL PRODUCT INTERFACE | MOZI CAPABILITY PREPARATIONPRODUCT PROOF / 02View Full Interface

Capability matching

Connect the right Engineering App to the goal and current state

Direct object connection

Keep models, geometry regions, and parameters in one task context

Input-state confirmation

Track critical inputs as the task moves into execution

04 | DYNAMIC EXECUTION

Advance the Execution Path as Task State Changes

MOZI tracks tasks, dependencies, and runtime results, locates anomalies, and updates the plan for what comes next

MOZI tracks engineering task state, execution path, and solution exploration progress — REAL PRODUCT INTERFACE | MOZI DYNAMIC EXECUTIONPRODUCT PROOF / 03View Full Interface

Continuous state tracking

Keep tasks, steps, ownership, and runtime progress synchronized

Fast anomaly localization

Identify the failed step, impact, and viable continuation path

Dynamic path updates

Use new results to revise the plan and coordinate the next calls

05 | RESULT INTERPRETATION

Turn Computational Results into Judgment and Action

MOZI combines goals, operating conditions, boundaries, history, and acceptance rules to form conclusions, risk judgments, evidence, and next actions

ENGINEERING RESULT

Wheel Impact Condition | RESULT V12

Maximum equivalent stress412 MPa

Above target threshold

Target threshold380 MPa

Acceptance baseline

High-risk regionSpoke root

Localized concentration

MOZI | ENGINEERING INTERPRETATION

Form judgment with complete engineering context

Task goalOperating boundaryMaterial parametersHistorical resultsAcceptance rules

ENGINEERING FEEDBACK

Conclusion, risk, evidence, and action formed together

CONCLUSION

Move the design into targeted optimization

Connect critical metrics to the target threshold

RISK

Stress concentration at the spoke root

Locate the risk region and its impact

EVIDENCE

Conditions, versions, and thresholds connected

Tie judgment to the complete task record

NEXT ACTION

Revise the structure and rerun

Let results directly drive the next engineering action

06 | CAPABILITY SHIFT

From Single Actions to Intelligent Advancement of Complex Tasks

01TASK SPAN

Single actionComplete task

Extend from one operation to a multi-stage task thread

02PLANNING

Preset flowDynamic planning

Adapt the plan to the goal, state, and new results

03COLLABORATION

Single callMany capabilities

Coordinate Engineering AI, Apps, and professional workspaces

04RESULT VALUE

Numerical outputEngineering action

Move results into judgment, improvement, and the next step

MOZI CORE VALUEINTELLIGENT ADVANCEMENT FOR COMPLEX TASKS

07 | ENGINEERING TRUST

Engineers Lead the Critical Judgments. Evidence Runs through the Task.

Goal alignment

Keep planning and execution aligned with the goal and acceptance criteria

Critical checkpoints

Put engineers in command of plan selection, boundary judgment, and acceptance

Visible plan and state

Synchronize task versions, execution paths, and current state

Traceable evidence

Connect capability calls, runtime results, and engineering judgment

UNIFIED ENGINEERING AI PLATFORM

Tasks, data, models, knowledge, workflows, compute, and evidence operate on one technical foundation

08 | PRODUCT COLLABORATION

Three Products Work Together to Keep Engineering Capability Evolving

GEWU elevates professional capability, LUBAN scales proven capability, and MOZI advances complex tasks intelligently

One shared Engineering AI platform, engineering context, and trusted evidence

Enter by task · Collaborate across the capability lifecycle

01 / Professional Engineering AI WorkspaceGEWU

Elevate professional capability

Combine integrated modeling, design-space exploration, and Engineering Intelligence to extend the boundaries of problem expression, solution exploration, and task advancement, then capture validated outcomes as Engineering Apps.

CORE MOTIONExplore · Validate · Capture

KEY OUTCOME

Trusted Conclusion · Validated Method · Engineering App · Professional Engineering AI

02 / Engineering Capability PlatformLUBAN

Scale proven capability

Use AppStore to discover Engineering Apps and Workbench to compose them into Runtime Units that serve more tasks, teams, systems, and AI agents.

CORE MOTIONDiscover · Compose · Run

KEY OUTCOME

Engineering App · Runtime Unit · Standard Result · Runtime Record

03 / Engineering Task AgentMOZIYOU ARE HERE

Advance complex tasks intelligently

Understand the goal, plan tasks dynamically, invoke engineering capabilities, track execution, and interpret results so engineers can command more complex work.

CORE MOTIONUnderstand · Plan · Advance

KEY OUTCOME

Task Plan · Engineering Judgment · Next Action · Execution Record

CAPABILITY FEEDBACK

Runtime results, engineering feedback, and new questions return to GEWU to upgrade methods, Engineering Apps, and professional Engineering AI; new versions run at scale in LUBAN and are invoked by MOZI

Connect capability elevation, reuse at scale, and intelligent task advancement so engineering capability keeps evolving

Task results, engineering feedback, and new questions return to GEWU and LUBAN to improve methods, Engineering Apps, and Runtime Units

Open GEWU Open LUBAN

09 | START A TASK

Put One Real Engineering Goal into Intelligent Motion

01Understand the goal02Plan the task03Invoke capability04Keep advancing

Start an Engineering Task View the Product System