I watched a founder demo their "AI-native" workflow last week.

It was ChatGPT in a tab.

He'd ask it to draft emails. He'd ask it to summarize calls. He'd paste in a customer note and ask, "what should I do?" Every output was reasonable. Nothing in his business would break if he closed the tab tomorrow.

He told me he was "fully AI-pilled."

He wasn't. He was Level 1.

There's a useful frame circulating right now, borrowed from how the auto industry classified self-driving. Level 1 cruise control isn't Level 5 autonomy. Both are "AI in cars." Different categories.

Same applies to operators. I've collapsed it to four levels for founder-stage companies.

L1 — Tab Switcher. AI lives in a browser tab. You paste in. You copy out. The AI sees nothing structured about your business. It drafts and summarizes. Nothing in your operations depends on it. Closing the tab changes nothing.

L2 — Workflow Builder. You've built actual automations for recurring work. Outreach. Qualification. Content production. Customer support triage. A new hire could use your workflows tomorrow without you in the room. AI is no longer a personal tool — it's part of how the business operates.

L3 — System Operator. Agents act on your systems of record. Your CRM updates itself. Your pipeline moves without you touching it. Agents draft, qualify, route, reconcile — bounded by rules you set. The honest test: can an agent answer a question that spans three of your systems without you convening anything?

L4 — Compounding Founder. The business runs on infrastructure you built. The system maintains its own context. Workflows improve because the system learns from prior runs, not because you manually fix them. You spend time on strategy, taste, and exceptions — not on running the loops.

Most founders telling me they're AI-pilled are L1.

Most operators I work with at Elite Founders are L2 trying to get to L3.

L3 is where the real moats start showing up. L4 is where you stop being the bottleneck.

The honest answer for almost everyone reading this: you're earlier than you think.

That's not a problem. It's leverage. The founders who got to L3 in 2025 didn't have better tools than you. They had a clearer view of where they were and what was next.

I built a 4-minute diagnostic that scores you across the four levels and tells you which moat your current level is building (or failing to build).

If you score L3 or L4 and you're post-PMF, reply to this email. I want to talk to you.

If you score L1 or L2, the diagnostic will tell you your next move.

— Alessandro
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Thank you again for signing up for this newsletter and the Founder Membership. I look forward to embarking on this exciting journey with you! ​ Alessandro Marianantoni Founder/Director at M Studio ​Check some of my recent LinkedIn posts on Startups, Investors, etc​

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