Engineering intent. Validated CFD workflows.

Continuous validation from first intent to solver-ready export — constraint checks and settled state before your package leaves the workspace.

CFD engineering simulation — high-fidelity flow analysis
  • Deterministic Dossier Generation
  • Continuous Validation
  • Validation Before Export
  • Settled Version State
  • Physics-first Gates
  • Intent-to-Export Pipeline
  • Constraint Checks
  • Solver-ready Packages

The Challenge

Simulation setup still breaks between intent and export.

01

Intent stays unstructured

Engineering goals start in documents and chat — not in a simulation-ready dossier the solver can consume.

02

State never settles

Inputs, decisions, and physics checks drift across tools until validation is explicit and the workspace version is frozen.

03

Export without readiness

Teams hand off packages before constraints pass, forcing rework in the solver instead of at the workflow gate.

Intent → validation → export.

A short, governed path: capture intent, validation runs continuously in the background as parameters change, then export when state settles.

Intent Capture

Describe the study; Modelyn generates the engineering dossier.

Continuous Validation

Constraints and inputs re-check automatically as values change — no manual run step required.

Export Package

Generate reports, JSON, and solver handover artifacts once readiness is confirmed.

Early System Preview

See the workspace flow.

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

External aerodynamics simulation on delivery van at motorway speed. Target drag coefficient reduction with steady-state incompressible flow.
External Aerodynamics
Drag Coefficient

Engineering Dossier

Generated from study intent

Validated

Inlet Velocity

30 m/s

Settling

Compressibility

Pass — Ma < 0.3

Validated

Validation Status

Ready for export

Validated
  • Engineering Intent
  • Approved Decision Graph
  • Validation Results
  • Solver Implementation Package

Built for engineering confidence.

Deterministic Dossier Generation

The same intent produces the same structured dossier and decision graph — no stochastic setup drift.

Validation Before Export

Engineers settle simulation inputs and pass constraint checks before any package leaves the workspace.

Settled Version State

Every export maps to an approved workspace version with traceable decisions and validation outcome.

Physics-first Gates

Constraint evaluation runs in the dossier view — not after a failed solver submission.

Built for demanding engineering teams.

Aerospace

  • External aerodynamics and drag studies
  • High-lift configuration workflows
  • Propulsion integration and inlet flow

Automotive

  • Vehicle drag and downforce programs
  • Thermal management and cooling
  • Motorsport aero development

Energy Systems

  • Turbomachinery flow modelling
  • Heat exchanger and HVAC design
  • Complex multi-physics environments

Looking for early design partners

We are onboarding teams who want intent-to-export CFD workflows with explicit validation gates. Share your details and we will follow up.