Human approval for cafes and hospitality
Human approval is a named person agreeing to a specific output before it has an effect. The useful version is narrow: approval on anything that reaches a customer, moves money, changes a price, or commits the organisation to something. Everything else runs without a gate, which is what keeps approval meaningful rather than ceremonial.
( The Detail )
What this control means in practice
Write down who approves what, what they are actually checking for, and what happens when they are on leave. An approval step nobody can describe is a delay, not a control. A fair check is whether the approver has ever rejected anything; if not, the gate is probably being waved through.
Realistic for this kind of team
Hospitality teams run on shift work, high turnover and thin admin time, so any control that needs a meeting will not survive. Governance here means a couple of clear rules a new casual can absorb in one shift: which accounts they use, what they never post without a check, and who to ask when unsure.
The exposure is mostly rosters, supplier terms and customer contact details from bookings or loyalty lists. Little of that needs to enter an AI tool. Keeping use to menu drafting, roster planning inputs and supplier comparisons avoids most of the risk without needing a policy anyone has to enforce.
How to approach it
Begin with the decision rather than the tool. Name the recurring judgement this affects, the information it depends on, and the person accountable for acting on the result. That framing keeps the first build small enough to inspect and useful enough to matter.
Keep a human review point in the loop until the quality and the failure modes are understood. A system that shows its working - what it drew on, where it is uncertain, and what it deliberately left alone - is one a business can keep running after the initial build.
( Next Step )
Start small enough to review, but on a workflow important enough to show whether a better system is worth building.