Repeated admin and information scattered across tools are good reasons to examine a workflow, and good reasons to be precise about what an automation should do.
I start with the work itself. Where it begins, what information it needs, who uses the result, and what happens when it goes wrong.
Choose one contained problem
A first project needs a clear input and an outcome someone can check. Preparing an enquiry for review or extracting a few fields from a document is easier to evaluate than asking an assistant to manage an entire business process.
Write down how the task works today. Include the time spent checking and correcting it, not just the time spent entering information. That gives you something useful to compare with the prototype.
Use the tool the task needs
Assistants can help with recurring questions. Document workflows can extract and summarise information. Connections between existing systems can reduce the copying and pasting that happens between those steps.
Some parts only need a rule or an integration. Use AI where interpreting language or unstructured information helps, and make its output easy to inspect.
Keep a review point
Decide what the workflow can do on its own and what needs approval. A draft answer and a sent answer have different consequences. So do a suggested record update and a change already written to a customer system.
Give the reviewer the source material and a clear way to correct or reject the output. Define where uncertain or incomplete cases go, and who picks them up.
Prototype before expanding
A small prototype lets you test the idea against real examples before connecting more systems. Include incomplete requests, unusual documents and cases that should be handed back to a person.
Check the permissions each connection needs and keep a record of the actions it takes. Agree what information belongs in the workflow before moving it between tools.
Measure the whole workflow
The useful question is whether the process became easier to run. Compare time spent, corrections required and work left waiting. Include the human review step in that comparison.
Expand only when the smaller workflow is dependable and someone owns its upkeep.
See AI automation services for help choosing and building that first workflow.