Translated Strategy · · 12 min read

From 'I Use ChatGPT Sometimes' to AI-First Operations

The practical ladder from curiosity to leverage. What changes at each rung, what to spend on, and where most operators get stuck (hint: it's step two).

Source material Original
AI in Crayon · ep
The four rungs

Most operators I meet are on rung one. They use ChatGPT sometimes. To write emails. To draft posts. To brainstorm.

There are three more rungs. Most people never climb them.

Rung one: Personal use

You, the owner, use AI for your own output. Emails, drafts, research. This is fine. This is not a strategy.

Rung two: Shared playbooks

Your team uses AI inside shared prompts and templates. The same email template. The same research format. Same outputs, different hands. This is where most operators get stuck — they think rung one is the implementation.

Rung three: Workflow automation

AI runs inside specific workflows: lead triage, quote generation, customer follow-ups, report summaries. No human triggers it. It runs on its own, humans review output.

Rung four: AI-first operations

The default question for new work becomes “should this be AI or human?” — not “can AI help?” Your org chart reflects the decision. Your hiring reflects the decision. Your capex reflects the decision.

Where people get stuck

Step two. Because step two requires you to share prompts, standardize process, and get your team to actually use what you built. It’s cultural, not technical.

The Monday test

Pick one output your team produces weekly that you’ve already personally improved with AI. Write the prompt down. Share it with your team. Ask them to use it for the next two weeks. That’s your rung-two beta.

Keep going

AI in Crayon · ep
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