What to Automate First: the 4-Question Filter for Small Teams
The first automation a small team builds is usually the wrong one — the exciting one, not the valuable one. A chatbot nobody asked for beats an invoice reminder nobody has to send, in excitement. In value, it's not close. This page is the 20-minute filter that decides for you, before you spend a weekend building the wrong thing.
The 4 questions (in order)
- Does this happen at least weekly? Automation pays back through repetition. A once-a-quarter task that takes 10 minutes isn't worth the build, however fun the build is.
- Is the task's rule writable in one sentence? "Every completed order gets a confirmation email" — writable. "Review whether this lead looks promising" — not yet. If you can't state the rule in one sentence, you don't understand the task well enough to delegate it to a machine.
- Is failure visible within a day? Good candidates fail loudly or observably (email didn't send, invoice missing). Bad candidates fail silently for weeks (data enrichment — wrong output looks like right output).
- Can a human check the output in under a minute? If verification is expensive, you've automated the task and manualized the review — the worst trade in automation.
Scoring: four yeses = automate next sprint. Two or fewer = leave it alone for now. Three = fix the weak answer first — usually #2: write the rule sentence until it's actually true.
The 3 red flags (any one means don't automate yet)
- The process changed in the last month. You'd be automating a snapshot of a moving process. Stabilize first.
- Nobody currently does the task end-to-end. Automation needs a reference human; without one there's no ground truth to check against.
- The task exists to catch rare, expensive errors. Human review IS the control here. Automate the logging of those errors, never the judgment.
Worked examples
| Candidate | Weekly? | Rule? | Fails loudly? | <1min check? | Verdict |
|---|---|---|---|---|---|
| Invoice overdue reminders | Y | Y | Y (email log) | Y | Automate |
| Backup verification alert | Y | Y | Y | Y | Automate |
| Lead scoring | Y | N | N (silent) | N | Leave alone |
| Refund approvals | N | N | N | N | Leave alone — judgment is the control |
What stays human, always
Anything involving judgment about people — hiring, pricing decisions, escalating an angry customer. Automate the paperwork around those, never the decision. And once a winner is picked, the boring part is the part that matters: run it in shadow mode for a week, give it a kill switch, and put a monthly review on the calendar. Automations don't die loudly; they rot quietly until someone notices the wrong invoices went out in March.
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The Automation Starter Pack ($19) ships this filter as a fill-in worksheet, plus 12 workflows ranked by payback, the one-page automation spec (shadow mode, kill switch, run log), the 2am incident-log automation, 5 AI workflow templates with human checkpoints, and the 10-minute monthly review — launch month: 30% off with code HIVE-LAUNCH30 at checkout.