Product

Workflow intelligence above the solver.

Modelyn is not a CFD solver. It is the governed layer that turns engineering intent into a validated, exportable simulation state.

System Architecture

Each layer feeds the next. Validation runs continuously as inputs change — export unlocks only when version state settles.

Intent Capture
Engineering Dossier
Validation Engine
Export Layer
ANSYS Fluent · STAR-CCM+ · OpenFOAM
Layer 01

Intent Capture

Natural-language study intent parsed into structured engineering state and an initial decision graph.

Physics domain, objectives, and reference conditions are classified before the dossier is generated — no blank setup forms.

Layer 02

Engineering Dossier

Simulation inputs, decisions, and physics resolution presented in a single review surface.

Engineers review and approve decisions in one view instead of reconciling spreadsheets, scripts, and solver GUIs.

Layer 03

Validation Engine

Constraint checks, missing-input resolution, and readiness scoring before state is settled.

Physics gates run as parameters change. Missing inputs and failed constraints surface in the dossier — not after solver submission.

Layer 04

Export Layer

Artifact generation for engineering reports, JSON packages, and solver implementation handover.

Every export maps to a settled workspace version with traceable validation outcome and decision history.

Core capabilities

Four integrated systems keep intent, dossier state, validation, and export aligned in one workspace.

Intent-to-Dossier Pipeline

Transforms study intent into a structured engineering dossier with physics classification and initial decisions.

  • Deterministic dossier generation
  • Physics domain classification
  • Decision graph initialization

Validation Engine

Settles inputs and enforces physics constraints before export — continuous checks as parameters change.

  • Constraint evaluation
  • Missing-input resolution
  • Readiness scoring

Version State Model

Preserves settled decisions and validation outcome per workspace version for audit and repeatability.

  • Settled version tracking
  • Decision traceability
  • Export version binding

Export Layer

Produces PDF reports, structured JSON, and solver implementation packages from settled state.

  • Engineering reports
  • Decision-graph JSON
  • Solver handover packages

Early System Preview

See the workspace flow.

Three screens mirror the live application: intent entry, validation dossier, and export configuration.

Modelyn AI intent capture — Create a CFD Study
Modelyn AI study definition — simulation inputs and validation
Modelyn AI export — engineering package generation