Intent stays unstructured
Engineering goals start in documents and chat — not in a simulation-ready dossier the solver can consume.
Continuous validation from first intent to solver-ready export — constraint checks and settled state before your package leaves the workspace.

The Challenge
Engineering goals start in documents and chat — not in a simulation-ready dossier the solver can consume.
Inputs, decisions, and physics checks drift across tools until validation is explicit and the workspace version is frozen.
Teams hand off packages before constraints pass, forcing rework in the solver instead of at the workflow gate.
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
Three screens mirror the live application: intent entry, validation dossier, and export configuration.
Engineering Dossier
Generated from study intent
Inlet Velocity
30 m/s
Compressibility
Pass — Ma < 0.3
Validation Status
Ready for export
The same intent produces the same structured dossier and decision graph — no stochastic setup drift.
Engineers settle simulation inputs and pass constraint checks before any package leaves the workspace.
Every export maps to an approved workspace version with traceable decisions and validation outcome.
Constraint evaluation runs in the dossier view — not after a failed solver submission.
We are onboarding teams who want intent-to-export CFD workflows with explicit validation gates. Share your details and we will follow up.