Do we need engineering support for this?
Not necessarily. Many workflows can be managed by operations or backoffice teams after setup.
Tool-specific workshop
Make workshops focus on realistic automations that reduce recurring manual steps without heavy IT overhead.
Not necessarily. Many workflows can be managed by operations or backoffice teams after setup.
Yes. We combine automation steps with prompt quality rules where it creates clear value.
If you are planning concrete team rollout, the Berlin version of this tool format is usually 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.