The highest-value automation is rarely the flashiest. Here is how we rank candidate processes before writing a line of workflow logic.
Most automation programs stall because the first project was chosen for visibility rather than payoff. A process worth automating first has three traits: it repeats often, its rules are stable enough to write down, and a human can check the output quickly.
We score every candidate process on volume, variability, and reversibility. High volume with low variability is the classic win. High variability is not disqualifying, but it changes the shape of the build — the agent drafts, a person approves.
Reversibility matters most. Automating something that is easy to undo lets you ship, learn, and expand. Automating an irreversible action on day one turns a small modeling error into a customer-facing incident.
The practical rule: start where a mistake costs an apology, not a lawsuit. Earn scope as the system proves itself.