A platform for the next generation of explainable AI applications to computer-aided engineering (CAE) simulations.
NexplAIn:
Unravelling AI for Actionable Insights
- Built to streamline post-processing workflows and reduce engineering friction.
- Combines advanced visualisation, data handling, and local AI assistance.
- Designed as an intuitive companion to existing CAE tools, not a replacement.
- Focused on making insights consistent, faster, and enhancing transparency.
- A platform where traditional analysis meets explainability and automation.
Our services
Turn complex Ansys outputs into clear, actionable visuals.
Engineering teams make better decisions when data becomes insight. NexplAIn transforms raw Ansys simulation results into intuitive, high-fidelity visualizations that accelerate understanding and communicate impact.
Advanced post-processing for high-precision simulations.
Go beyond default Ansys capabilities. Automate workflows, enhance simulation clarity, and derive deeper meaning with advanced filtering, comparative analysis, and custom post-processing pipelines.
Intelligent insights powered by domain-aware analytics.
Reveal patterns, anomalies, and key performance indicators instantly. NexplAIn applies smart analytics to help engineers extract hidden insights from multiphysics, structural, thermal, and CFD simulations.
Seamless reporting and collaboration for engineering teams.
Share insights, not raw files. Generate polished reports, export visual narratives, and collaborate effortlessly across teams without requiring Ansys expertise.
Frequently Asked Questions
What is NexplAIn?
NexplAIn is a next-generation post-processing environment designed to accelerate structural analysis through multi-view visualization, AI-assisted workflows, and explainable insights.
Does NexplAIn replace ANSYS?
No. NexplAIn complements ANSYS by providing a faster, more flexible, and more intuitive way to explore simulation results, especially for comparison and interpretation.
What data formats does NexplAIn support?
NexplAIn currently supports ANSYS Parquet datasets (converted from RST files). Additional solver support (Abaqus, LS-Dyna) is planned.
How large of a model can NexplAIn handle?
The architecture is optimized for millions of nodes, multi-timestep datasets, and heavy structural models. Performance depends on dataset size and system specifications.
What makes NexplAIn different from traditional post-processing tools?
NexplAIn combines:
- 1–4 synchronized 3D views
- Local LLM automation
- Explainable AI segmentation
- Fast Parquet-based loading
- Modern, intuitive GUI layout
This creates a post-processing experience that is faster, more insightful, and more interactive.
Does NexplAIn use cloud-based AI?
No. All AI features run locally, ensuring:
- full data privacy
- offline operation
- secure integration with sensitive engineering data
What can the built-in AI assistant do?
The AI can:
- switch fields and timesteps
- set up multi-view comparisons
What is NexplAIn’s explainable AI (XAI) feature?
XAI segments the structure based on rule patterns extracted from stress, strain, temperature, and other variables highlighting behavioural regimes and differences across models or timesteps.
Is NexplAIn suitable for beginners?
Yes. NexplAIn lowers the learning curve through its AI assistant and intuitive controls while still offering advanced capabilities for experienced analysts.
How can NexplAIn be integrated into my workflow or company?
NexplAIn can be used as a standalone post-processing tool or integrated into existing pipelines. Custom extensions, internal deployment, and collaboration options are available upon request.