Automation & Customisation Services
CAE automation and customised simulation workflows for faster, more consistent engineering delivery
EngiSolveAI helps enterprise engineering teams reduce repetitive CAE effort, standardise simulation processes and build custom tools that improve throughput, traceability and analysis quality.
Engineering productivity at scale
Reduce manual effort and improve consistency across simulation programmes
CAE delivery often involves repeated model preparation, load-case setup, solver execution, result extraction, checking and reporting. When these tasks are handled manually, teams can lose time, introduce avoidable variation and limit the number of design alternatives they can assess.
EngiSolveAI develops automation and customisation solutions that fit real engineering workflows. We help clients streamline repeated tasks, preserve analyst control where needed and create dependable processes that support faster, more consistent simulation delivery.
Core automation capabilities
Custom CAE automation services for enterprise engineering teams
EngiSolveAI supports automation across the complete CAE lifecycle, from model preparation and solver setup through to post-processing, reporting and workflow integration.
Solver setup customisation
Standardise solver deck creation, boundary conditions, contacts, material definitions, analysis controls and project-specific templates.
Automated reporting
Create consistent reports, tables, images, engineering summaries and dashboards to support technical review and programme governance.
Custom CAE tools
Develop tailored scripts, macros, utilities and interfaces that reflect client methods, solver requirements and internal engineering standards.
Workflow areas
Automation across the complete simulation process
EngiSolveAI can automate isolated tasks or build connected workflows that link model preparation, solver execution, results review and engineering documentation.
Model build and setup
Automated routines for meshing, component grouping, material assignment, load creation, connector definition, boundary conditions and model quality checks.
Batch analysis and job management
Workflow support for running multiple models, variants or load cases efficiently with consistent solver settings, file structures and naming conventions.
Results extraction and comparison
Automated extraction of stresses, displacements, frequencies, fatigue indicators, reaction forces, margins, plots and performance metrics.
Design iteration and optimisation
Parametric loops and custom routines that help teams explore design alternatives, review sensitivities and make optimisation-led decisions faster.
Data organisation and traceability
Structured file management, metadata capture, result summaries and naming systems that support engineering governance and repeatable reviews.
Client-specific methods
Customised scripts and tools built around internal standards, solver preferences, templates, acceptance criteria and reporting formats.
Enterprise engineering value
Increase CAE throughput without compromising quality or control
Automation allows simulation teams to spend less time on repetitive operations and more time interpreting results, improving designs and supporting engineering decisions. EngiSolveAI builds workflows that improve speed while keeping the process transparent and reviewable.
Benefits for engineering organisations
- Reduce manual effort in repeated pre-processing and post-processing tasks
- Improve consistency across analysts, projects, models and load cases
- Accelerate design iteration, sensitivity studies and optimisation workflows
- Minimise avoidable errors through standardised checks and templates
- Create repeatable outputs for reviews, governance and customer reporting
Custom solutions
Tailored automation for real engineering processes
Every engineering organisation has its own tools, naming conventions, templates, standards and approval expectations. EngiSolveAI develops automation that fits the way your teams already work.
Custom scripts and macros
Automate routine CAE tasks, reduce analyst effort and improve consistency across repeated model setup or result review activities.
Template-based model setup
Create standardised templates for load cases, constraints, contacts, properties, components, solver controls and quality checks.
Result processing utilities
Extract critical results, compare variants, generate plots and produce structured summaries for technical review.
Automation for product families
Support repeated simulation of related products, configurations and variants using reusable workflow logic.
Common use cases
Where automation delivers immediate engineering impact
Automation is most valuable where analysis tasks are frequent, highly structured, data-heavy or vulnerable to manual variation.
Repeated load-case generation
Standardise and accelerate creation of operating, certification, durability, thermal or design verification load cases.
Large result set processing
Extract, filter and summarise results from many models, variants, time steps, components or engineering criteria.
Model quality checks
Automate checks for mesh quality, missing properties, disconnected regions, duplicate entities, load issues and setup errors.
Standardised report generation
Generate repeatable reports with defined images, tables, result plots, margins and engineering summaries.
Variant comparison
Compare design changes, material options, thicknesses, operating cases or product configurations using consistent metrics.
Governance and traceability
Improve auditability through consistent inputs, controlled naming, recorded assumptions, repeatable outputs and documented workflow steps.
CAE platforms and workflows
Automation support for established simulation environments
EngiSolveAI can support automation around widely used CAE ecosystems, solver workflows and client-approved engineering processes.
Ansys
Automation for model setup, result extraction, parametric workflows and repeatable structural or thermal simulation processes.
Abaqus
Scripts and custom workflows for model preparation, non-linear setup, output processing and engineering result summaries.
LS-DYNA and Nastran
Support for solver deck setup, batch runs, load-case management, dynamic analysis outputs and post-processing routines.
HyperWorks and client tools
Custom macros, templates, data extraction utilities and workflow logic aligned with client CAE standards.
Connected services
Automation that connects with modelling, analysis, optimisation and validation
Automation works best when it is grounded in real CAE delivery. EngiSolveAI can connect custom tools with broader engineering simulation services.
Engagement workflow
A structured approach to building dependable CAE automation
Map the workflow
Document the current process, repeated tasks, inputs, outputs, software environment, pain points and acceptance criteria.
Define automation logic
Identify what should be automated, where analyst control is required and how exceptions, checks and review points should be handled.
Develop and validate
Create scripts, macros, templates or utilities and validate them against representative models, datasets and expected outputs.
Deploy and support
Deliver the workflow with documentation, handover support and practical guidance for use by engineering teams.
Engineering deliverables
Outputs designed for maintainable, repeatable CAE processes
Our automation deliverables are prepared so engineering teams can understand, use, review and maintain the workflow with confidence.
Automation scripts
Custom scripts, macros or utilities developed to perform agreed CAE workflow tasks consistently and efficiently.
Workflow templates
Reusable setup, post-processing or reporting templates aligned with client methods and engineering standards.
Documentation
Clear instructions covering inputs, outputs, assumptions, user steps, limitations, validation status and recommended usage.
Handover support
Technical walkthroughs and practical support to help engineering teams adopt, review and maintain the automation workflow.
Why EngiSolveAI
Automation built by engineers who understand CAE delivery
EngiSolveAI combines finite element modelling, analysis experience and practical workflow development to create automation that supports real engineering work, not just software tasks.
CAE-domain understanding
Automation is built around engineering objectives, solver requirements, model quality, result interpretation and review expectations.
Customised to your standards
Tools and workflows can reflect client naming conventions, templates, acceptance criteria, reporting formats and governance needs.
Practical adoption support
Clear documentation, handover support and practical guidance help teams use automation confidently and consistently.
Start a technical discussion
Need to automate repetitive CAE tasks or customise your simulation workflow?
Share your workflow challenge with EngiSolveAI. We can help identify automation opportunities, define the right approach and deliver customised tools that improve speed, consistency and engineering quality.