■ SIMOPS    Simulation Orchestration    Multi-Agent Pipeline

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Six agents do the rest.

Six AI agents autonomously run the full pipeline — from geometry prep to validated results.

LIVE SIMULATION
CFD particle flow through nozzle

The Full Pipeline

UPLOAD
CAD geometry
MESHGEN
Auto-meshing
SIMOPS
Simulation Autonomy
EVALTOOL
Validation
TELEOLOGY
Purposeful redesign
OPTIMIZING...
TELEOLOGY
— workflow intelligence powering every stage
6
Autonomous AI Agents
70%
Engineering Time Saved
24/7
Fully Autonomous
100%
Traceable Decisions

The 6 AI Agents

GeoPrep

Cleans, repairs, and simplifies CAD geometry before meshing.

MeshAgent

Invokes MeshGen with parameters tuned for the specific flow regime.

SolverSetup

Translates plain-English simulation intent into solver boundary conditions.

Executor

Submits and monitors solver jobs, retrying on convergence failure.

EvalAgent

Runs EvalTool post-processing and checks results against KPIs.

RedesignAgent

Proposes and executes geometry changes when results fail KPIs.

Execution Loop

01
Describe

Write a plain-English simulation brief: geometry, fluid, boundary conditions, and objectives.

02
Plan

SimOps generates a full execution plan with estimated compute time and resource allocation.

03
Execute

Six AI agents run the pipeline in sequence — geometry, mesh, setup, solve, evaluate.

04
Review

Results are delivered with convergence plots, KPI pass/fail, and a recommended next step.