Will AI make decisions on its own?
The workflow defines where people review outputs and make decisions. We do not assume full autonomy is appropriate.
Use AI where it improves a real task, not because it is fashionable.
The problem
Finding information or processing recurring documents can consume time when the underlying process is already clear.
Teams with a defined process and a specific task where assistance is useful.
Find approved answers in internal documents
Prepare a draft response for staff review
The workflow defines where people review outputs and make decisions. We do not assume full autonomy is appropriate.
A specific task, sample inputs and a clear measure of whether assistance would be useful.
We learn how the work happens today, define a practical scope, build the useful pieces and review the next steps with your team.