AI with clear responsibilities and traceability
In public administration, reliability, traceability, and realistic steps matter. I help use AI where it relieves work, while keeping data protection, roles, and approvals in view from the start.
Typical topics
Safe AI use with clear guardrails
Relief for recurring procedures and correspondence
Make knowledge and documents easier to find
Realistic first steps instead of large programmes
How I work
I start with a concrete procedure and make visible where time is lost and where AI can support responsibly. From that come clear rules and manageable steps that fit your responsibilities.
Suitable formats
Safe AI use: when rules, data, and responsibility should be clarified first.
Process analysis: when procedures create too many manual steps.
Orientation and strategy: when direction and priorities are still unclear.