Map the workflow
What happens today, who touches it, which systems are involved, and where the friction occurs.

You do not need an AI specification. Bring us one real process, bottleneck, or recurring task. We’ll help determine what AI could handle, what should stay human, and whether the opportunity is worth pursuing.
The more concrete the process, the easier it is to see whether AI can create value. You can start with any of these.
What happens today, who touches it, which systems are involved, and where the friction occurs.
Which steps benefit from AI, which are better handled by normal automation, and where people should stay in control.
A focused discovery, a small pilot, a defined implementation—or no project if the value is not there.
When there is a fit, test the smallest useful version on realistic work before expanding.