Is this useful before a larger rollout?
Yes. Guardrails up front usually reduce expensive rework later.
Workshop use case
This workshop sets simple rules for data handling, quality checks, and clear responsibility.
Yes. Guardrails up front usually reduce expensive rework later.
Yes. Cross-functional groups are ideal when responsibilities and approvals need to be clear.
If you want to scope this format in a regional context, the Berlin page is the best next step.
In a short call we map where AI can save your team time first and which format fits best.
Short, practical, and easy to execute.