Editorial note: This guide is product-neutral. Any future product examples will be added only after source verification and documented evaluation.
Software decisions improve when the criteria are explicit. The following framework is designed to be reusable, whether you are choosing for yourself or for a larger team.
Look for repetition with rules
Good early candidates happen often, use consistent inputs, and follow decisions you can describe. Copying approved data between systems is usually safer than automating judgment.
Score the opportunity
Estimate frequency, minutes per run, error rate, business impact, and implementation effort. Favor small, reversible wins with clear ownership.
Design the exception path
Every automation needs a visible failure state, an owner, and a way to retry or complete the task manually. Silent failure is the most expensive kind.
Measure after launch
Compare time, errors, and cycle time before and after. Remove or redesign automations that shift work downstream instead of eliminating it.
A simple decision record
Before committing, record the problem, candidates, evidence, tradeoffs, chosen option, owner, review date, and conditions that would trigger a reassessment.