Where human checkpoints belong in automation plans
Automation that removes every reviewer looks neat on a diagram and fails the first time money or reputation is at stake.
When we draft automation sequences for Thai operations teams, we mark two kinds of steps: those a machine can advance safely, and those that need a named person. Finance approvals, customer goodwill gestures, and safety-related exceptions almost always stay human.
A simple test
Ask: if this step is wrong at 2 a.m., who notices, and how expensive is the notice delay? If the answer is vague, keep a human checkpoint and automate the preparation around it — pre-filled forms, clustered exceptions, clearer queues.
Sequencing without theatre
We prefer a three-stage rollout: observe, assist, then advance. Skipping observe to chase a dramatic demo is how teams reintroduce the spreadsheets they meant to retire.
If you already know the painful handoff, our Workflow Automation Planning consultation focuses on these checkpoints with your real ticket samples.