ServicesPractices

Four practices on one engineering stack

Whether your team runs licensed commercial software, an open-source toolchain or both, we build the automation around the solver you trust and the standards you report to.

Commercial FEA automation

Scripted pre- and post-processing, custom interfaces and headless batch runs on the major commercial FEA platforms. Analyses run in the background and engineers receive finished reports.

  • Custom GUI front-ends for repeat analysis types
  • Headless solve queues for overnight batches
  • Template-driven setup from CAD named selections
  • Fatigue post-processing to recognised design standards

Open-source simulation stacks

Production pipelines on open-source solvers, meshers and visualisation tools. No seat limits, full control of the code, and a clean path to your cluster or cloud.

  • Containerised solvers for cluster and cloud runs
  • Python orchestration from meshing to post-processing
  • VTK-based post-processing and browser 3D viewers
  • Licence-cost comparison against commercial stacks

Calibration with test models

We tune material models, joints and boundary conditions until the simulation reproduces the test rig. Every parameter change is recorded and traceable.

  • Parameter identification from force, strain and modal data
  • Correlation metrics: RMS error, R², MAC
  • V&V documentation aligned with ASME and NAFEMS practice
  • Reusable, calibrated material cards

Local AI for engineering

Private language-model assistants that run on your hardware, connect to your solvers and know your script library. Your models, results and reports stay on your network.

  • On-premise models, air-gap ready
  • Tool connectors that drive live FEA sessions
  • Retrieval over internal reports, scripts and standards
  • An audit log of every action the assistant takes