Building software with AI in a regulated enterprise.
In an active engagement, I am helping embed AI in software development at a large Swiss company.
Situation
Introducing AI more widely in software development.
AI tools were already in use, with individual employees gaining experience. Wider adoption required agreed practices and technical provisions, particularly for reviewing results and integrating AI into the development process.
I work with leadership and the people responsible for architecture, software development and security. To preserve confidentiality, this account omits the client name and internal metrics.
My role in the project
Test AI together
I demonstrate what AI can do through typical work situations. Leadership and technical owners use this to discuss where to introduce AI and which tasks remain with employees.
Define tasks and responsibilities
I help the participants compare how independently AI should carry out tasks and which checks people should perform. We examine the differences in costs, responsibilities and risks across the possible operating approaches.
Plan the architecture
I plan the architecture for introduction and subsequent expansion, accounting for AI potentially performing further tasks independently and the technical changes this would require.
Define safeguards
I clarify security requirements for the intended use. Together with the responsible people, I document which measures are needed before introduction and which are planned for later.
Outputs for project planning
The outputs include the approach to software development with AI, the planned architecture and the requirements for further adoption. Leadership and technical owners can use them to plan implementation and assess the implications for costs, security and operations.
The engagement is ongoing. This account describes the work in progress.
I can help you introduce AI in software development.
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