AI framework
Structured, a bit more ethical, and genuinely useful
My approach
I help you introduce AI in a way that is safe, ethical, and genuinely useful. I define clear use cases and red lines, set simple rules for data and confidentiality, and put human accountability in the right places. I build lightweight guidance your team will actually use: prompts, workflows, review steps, and governance that gets the benefits without the hype or the risk.
Key steps
- 1
AI readiness review: What is already happening, what the risks are, what is possible.
- 2
Use case mapping: Where AI adds real value in your specific context.
- 3
Red lines and data policy: What is off limits and why, written plainly.
- 4
Guidance toolkit: Prompts, workflow templates, review steps.
- 5
Governance: Who decides what, how it gets reviewed, how it evolves.

