The AI Opportunity Checklist for Operators

Go department by department and check every task your team does more than once a week, by hand. Add your own at the bottom; the goal is a full list, not a neat one.

• Copying data between systems (spreadsheet to CRM, form to database, email to project board)
• Writing the same kind of message repeatedly (follow-ups, confirmations, reminders, status updates)
• Building recurring reports (weekly numbers, client updates, dashboards assembled by hand)
• Scheduling and coordination (finding times, sending invites, chasing confirmations)
• Invoice and payment chasing (creating invoices, matching payments, sending reminders)
• Onboarding paperwork (new client or new hire packets assembled manually every time)
• Answering the same questions (internal how-do-I questions, customer FAQs handled one by one)
• Formatting and cleanup (renaming files, reformatting docs, tidying data before it can be used)
• Meeting notes and action items (someone transcribes, summarizes, and distributes by hand)
• Approval chasing (nudging people to review, sign, or unblock something)

Ask each department head: “What do you do every week that a smart temp could do if you wrote the instructions down?” That sentence is an automation candidate.

Pick the 5 checked items that annoy you most and score each from 1 to 5 on three factors. Multiply for the total.

Anything scoring 45+ is a quick win: high frequency, meaningful time, and predictable steps. That's where automation pays for itself in weeks, not quarters.

Automation sticks when the surrounding conditions are right. How many of these are true for you?

• The data these tasks touch lives in software (not on paper or in one person's head)
• At least one person on the team is curious about AI and would volunteer to go first
• Leadership would give employees 2 hours a week to build skills that save 10
• You already pay for AI tools or could approve a small monthly budget
• Your core tools (CRM, spreadsheets, project boards, accounting) have logins you control

4 to 5 checks: you're ready now. 2 to 3: start with the single highest-scoring task from Step 2. 0 to 1: fix data access first; automation can't reach work it can't see.

Write your top three, in order. This is your automation roadmap. Put a name and a date next to each one, because an opportunity without an owner is a wish.