The AI Starting Point: How to Actually Begin Without Wasting 100 Hours

70% of a room raised their hands when asked if they're exploring AI. But most of them are doing it wrong—starting with tools instead of systems.

Scott tells the Dr. Ryan story: a physician who spent 100+ hours trying to force Airtable into his business with no clear problem to solve. "He's not unusual. He's you. He's me." This is the hype trap—picking a tool and forcing it into your business.

The shift: It's never tool first. The tool is always the last decision you make.

Scott teaches the SCALE framework for building any process—manual or automated:

S - Scope the solution. Don't boil the ocean. Focus on one specific play, not end-to-end. Business is a series of plays, like football. Five yards at a time.

C - Clarify the flow. Map the process. Know where it starts and ends. Humans are better at certain things, machines at others. It's a braided river—handoffs between the two.

A - Automate the trigger. Manual triggers fail. People forget. People get sick. Automate how the workflow starts.

L - Leverage the data. Know if it worked. Know if it failed. Too many automations run silently with no feedback.

E - Elevate the experience. Make it sound human, not robotic. Every touchpoint—outputs, errors, notifications—should feel like you.

The Tesla story: The 2012 Model S had 5,000 parts. The 2026 version has 3,000. Only 3% of parts overlap. Most manufacturers take 36-40 years to reach that. Tesla did it in 14—because they focused on the system, not the parts. They asked: what can we remove?

That's the deeper principle: before you automate, ask if you can eliminate the step entirely. Even after you've automated something, revisit it and ask what can be removed.

The bottom line: Build your company with SCALE. Every process—manual or automated—starts with the system, not the tool.

Got a business question? Ask Scott here: scotttodd.net/ask