01
Alternative planning
Generate paths that balance speed, coverage, and completeness
PRODUCT 03 | ENGINEERING 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
GOAL → PLAN → INVOKE → EXECUTE → RESULT
MOZI PRODUCT DEMOSee MOZI Advance One Complex Engineering Task
Understand the Goal. Adapt the Next Step.
Keep plans, capability calls, and engineering results aligned with the goal as complex work progresses
Engineering context
Engineering goalCurrent stateCapabilities & evidence
MOZI · Engineering AgentWORK-MODE DIAGRAM
- 01
Understand goals, plan the work
Use objects, constraints, and the current state to break a complex goal into an executable task plan
- 02
Invoke capabilities, advance execution
Call Apps and Runtime Units, coordinate task handoffs, track execution, and collect results
- 03
Interpret results, adapt the plan
Identify deviations and new issues, then revise the plan and capability calls to advance toward the goal
Key outcomesTask plans, engineering judgment and action, and execution records
Engineers confirm key plans and judgments; MOZI keeps the task organized and advancing
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
02
Comparable tradeoffs
Surface task scope, compute commitment, and critical risk together
03
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
01
Capability matching
Connect the right Engineering App to the goal and current state
02
Direct object connection
Keep models, geometry regions, and parameters in one task context
03
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
01
Continuous state tracking
Keep tasks, steps, ownership, and runtime progress synchronized
02
Fast anomaly localization
Identify the failed step, impact, and viable continuation path
03
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 optimizationConnect critical metrics to the target threshold
RISK
Stress concentration at the spoke rootLocate the risk region and its impact
EVIDENCE
Conditions, versions, and thresholds connectedTie judgment to the complete task record
NEXT ACTION
Revise the structure and rerunLet 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.
01
Goal alignment
Keep planning and execution aligned with the goal and acceptance criteria
02
Critical checkpoints
Put engineers in command of plan selection, boundary judgment, and acceptance
03
Visible plan and state
Synchronize task versions, execution paths, and current state
04
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
LUBANInvoke Apps and Runtime Units; return execution resultsGEWUSend open questions to GEWU to develop the methods needed
Exploration, runtime, and task feedback can each drive capability updates
09 | START A TASK
Put One Real Engineering Goal into Intelligent Motion
01Understand the goal02Plan the task03Invoke capability04Keep advancing