Review the current workflow.
Show us one task that keeps coming back. We follow it from request to completion with the people doing it: where information is copied, an instruction is missing, or an approval stalls. Then we check what your existing tools can already do.
A missing approval owner is a responsibility problem before it is a software problem.
Automate repeatable tasks.
For a repeatable task with clear rules, proprietary software can connect existing tools or handle routine steps. Scope the change around the team’s capacity, ongoing costs, access, and who will maintain the instructions when someone is away.
A repeated, well-defined transfer between tools may be a useful automation candidate.
Set boundaries for AI use.
Consider whether AI is suitable for the task, what information it can access, and who will review its output. Training should fit real responsibilities, including how to recognize uncertain results and when to escalate to a person.
An AI draft still needs an agreed source, an appropriate reviewer, and a way to handle uncertainty.