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)

1. 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.

2. 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.

3. 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).

4. 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.

Automation starter pack for small teams: HIVE20 | Incident-response kit: HIVE20