Define
Survey the current state, intended outcome, constraints and evidence obligations.
Faster engineering with controlled assurance
AI-Assisted Industrial Software Development
Apply AI to requirements, code understanding, documentation, testing and support while retaining version control, review, traceability and accountable engineering approval.
The engineering problem
Make the complete system supportable
AI can accelerate software work, but unreviewed generated code is not an industrial engineering process. Axiotech combines private knowledge retrieval, static analysis, automated tests and human approval so acceleration does not remove control.
Capability
What Axiotech can undertake
- Legacy TwinCAT and industrial software inventory, analysis and documentation
- Requirements-to-design traceability and standards-aware engineering workflows
- Private code and documentation assistants grounded in approved repositories
- Test-case generation, simulation, regression checking and acceptance evidence
- Automated release notes, change-impact analysis and maintenance knowledge capture
- Secure developer platforms for containerised, data and AI workloads
Project evidence
Typical deliverables
- Current-state codebase and engineering-process assessment
- Controlled AI-assisted development workflow
- Repository, documentation, test and review integration
- Pilot project with quality and productivity measures
- Governance, security and operating procedures
Delivery model
Assessment, design, proof, commissioning and support
The scope can begin with a focused review or proof of concept, then move through agreed technical and commercial gates. Axiotech documents assumptions, interfaces, responsibilities, tests and handover so the result can be operated and maintained after commissioning.
Deliver
Engineer and integrate the agreed system with controlled reviews and acceptance gates.
Sustain
Commission, train, hand over and provide planned remote or onsite support.
Next step
Describe the machine, software estate or production outcome.
We will identify a sensible first assessment or work package.