AI automation for a small business is not a chatbot on your homepage. It is a recurring task that used to take a person 10 minutes, now taking a model plus your existing tools 10 seconds, with a human still approving the cases that matter.
If it does not save hours you can name, it is a demo.
Start with a time ledger, not a tool
For one week, log recurring tasks: who, how often, minutes each, what triggers it, where the output goes. Most 10-person teams find 30–60 hours a week on that list.
Then score each task 1–5 on frequency, how rule-based it is, whether the inputs are already digital, and annual cost. Anything 16+ is a candidate. Under 10 is not worth it yet.
The six that pay back fastest
- Inbound lead triage. Form or email in, CRM record out, first reply drafted. 1–2 weeks to build. 8–15 hours/week back.
- Document intake. PDFs and invoices become structured rows, with anomalies flagged. 1–2 weeks. 5–20 hours/week.
- Support first-response. Classify, pull context, draft. Human approves for 60 days, then auto-send the easy ones. 2–3 weeks. 10–25 hours/week.
- Status reporting. Pull from your systems, write the weekly update in your voice. 1 week. 4–8 hours/week.
- Collections follow-up. Context-aware chases that stop when someone replies. 1 week. Faster cash, 3–6 hours/week.
- Content repurposing. One call recording or post becomes the week’s derivative assets. 1 week. 4–10 hours/week.
Build, buy, or Zapier?
Zapier when the path is under five steps and nobody will be embarrassed if it breaks on a Friday. Buy a SaaS when the problem is generic. Build custom when the workflow is your edge, uses your data, or runs at volume. Custom costs more in month one and less in month twelve.
The math a CFO will accept
Annual saving = hours/week × 48 × loaded hourly cost. Payback months = build cost ÷ ((annual saving − run cost) ÷ 12). Example: 10 hours/week at $60/hr is $28,800/year. A $9,000 build with $1,800/year to run pays back in four months.
The ledger template, the FRIC score, and the 90-day rollout are in the AI Automation Audit. If you want the top two scored against your week, send the ledger.