The 90-day AI roadmap for a small business

Three months. Three deployments. Real revenue. Here's the exact playbook we use for $1M–$20M companies that want to feel the lift of AI without betting the farm.

Month 1 — The 80/20 audit

Most small businesses don't need an AI strategy; they need to find the three places it'll pay for itself this quarter. In week one we shadow your team. By week two we have a list of friction points ranked by hours saved × dollars unlocked.

If the top item on the list doesn't pay back within six months, it's not the right starting point.

For a coffee chain, that meant the SMS reorder bot. For a clinic group, the AI receptionist. For a retailer, the abandoned-cart recovery flow. Boring, brilliant, billable.

Month 2 — Ship one thing

The biggest mistake small businesses make is trying to roll out AI everywhere at once. Resist. Pick the highest-ROI item from the audit and ship a working pilot in three weeks. Tell the team why. Train them on the new workflow. Measure baseline vs. post-launch.

• Pick the simplest viable scope. Trim it again.
• Use existing tools where you can — don't add a vendor unless you have to.
• Build a real dashboard. "It feels faster" is not a measurement.

Month 3 — Add the second & third

By week 9 you've got a system that's saving time. Now you can layer in the next two items. They'll go faster because your team knows the rhythm.

At the end of 90 days, you have three deployed AI features, a documented playbook, and (usually) hard numbers you can take to the board.

Closing

AI rewards businesses that move first and ship narrow. You don't need a moonshot — you need three small wins this quarter. Want help running the audit? Drop us a line.