Teams often ask for an AI tool when the real issue is a messy handoff. Leads sit in inboxes. Reports are rebuilt by hand. The same questions are answered from scratch every week.
Those are good automation candidates once the steps are visible. Map who receives the work, what “done” means, and which system should hold the record. Then automate the step that is repeated and low judgement.
Wait when the offer, the audience, or the approval path is still changing every week. An automated workflow will freeze that confusion and make it harder to see.
Sovassa treats applied AI the same way: a product or workflow with a job, a data boundary, and a person who can tell whether the output is acceptable.