Starter checklist: saving money with AI agents, the careful way

A checklist, not a guarantee. It’s built from how we approach every project on this site and from Jason’s own bookkeeping switch. No invented numbers.

Saving money with AI isn’t about using as many AI tools as possible. It’s about finding one thing you pay for, checking honestly whether AI can do it, and keeping the savings real after you count the AI’s cost and your time. Here’s the checklist we use.

1. Find what you’re paying for

• List your recurring costs: services, software, subscriptions, people you pay for routine tasks.
• Next to each, write the monthly cost and what you actually get.
• Circle the ones that are mostly repetitive work: sorting, scheduling, drafting, reminding, reconciling.

2. Pick one, and pick something low-risk

• Choose one project to start. Just one.
• Prefer work where mistakes are easy to spot and cheap to fix.
• Avoid, as a first project, anything that moves money, files taxes, or talks to your clients without you seeing it first.

3. Check whether AI can really do it

• Write down the exact tasks involved, step by step.
• Mark which steps need your judgment or a professional’s sign-off.
• Look for a real example. We label every project by how much evidence we have (owner-documented, tested by us, or not yet tested). See the directory.

4. Count the true cost

• What will the AI tool cost per month? If it does other jobs too, decide how much of the cost belongs to this one.
• How long will setup take? How much time each month to check its work?
• Any one-time costs?
• Put it all in the savings calculator. If the net number is small or negative, it’s fine to stop here.

Example from a real case: Jason’s bookkeeping switch saves $154/month before AI cost today. Setup took about 4 hours (catching up 8 months of books), and checking takes about 30 minutes a month (owner-reported). Even counting his whole $100/month AI plan, he’s at least about $54/month ahead today; he doesn’t use the full plan for bookkeeping, so the real number is higher. A QuickBooks downgrade planned for January 2027 would bring that to about $219/month before AI cost (about $119/month worst-case net).

5. Set it up safely

• Never paste passwords, full account or card numbers, or tax IDs into an AI chat.
• Use built-in connections (like bank feeds in accounting software) instead of handing over logins.
• Give the AI the smallest amount of access that works.
• Decide where the AI must stop and ask you, and write that into its instructions.

6. Run it side by side before you cancel anything

• Let the AI do the job for a cycle while your current service still runs, if you can.
• Compare the results. Note mistakes and how long your checking took.
• Cancel the paid service only when you’re comfortable. Check notice periods and refund rules first.

7. Keep a human in the loop

• Put a monthly check on your calendar.
• Keep professional review where it matters. Jason’s CPA reviews his books quarterly and handles taxes.
• Write down any mistakes you catch, and adjust the instructions.

8. Track your real savings

• Log the date, what you canceled or downgraded, old cost, new cost, and AI cost.
• Check your next statement to confirm the old charge stopped.
• Revisit in a few months: is it still saving money and time?

Not financial, tax or legal advice. When in doubt, ask a professional before you cancel or change anything important.