Zendobia perspective · 1 min read
Look for a defined workflow
A useful starting point is a task with a clear input and an observable result. Think of sorting requests, preparing an internal summary or gathering information for someone to review. Before choosing a tool, describe how the work happens today and where it becomes slow or difficult.
Map the information and boundaries
Ask what information the workflow needs, whether that information is reliable, and who should be allowed to access it. Define what the tool may do on its own and what needs approval. A suggestion and an action are different responsibilities.
Keep review in the right places
Build human review into decisions that need judgment, context or accountability. Make it easy to inspect the result and correct a mistake. Start with a limited scope so the team can understand the behavior before expanding its role.
Evaluate a small pilot
Agree on acceptance criteria before building. These might include useful output, fewer manual steps or a clearer handover. Compare the pilot with the current workflow and collect feedback from the people doing the work. Expand only when the evidence supports the next step.
This is a general perspective, not a client case study or a claim of measured results.
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