The AI journey begins

On February 15, 2025, I said it on camera. AI was the biggest opportunity of my lifetime. I called it the greatest equalizer. Those were not vague words saved for a later retelling; those were the words attached to the date.

Then came twenty years of SOPs and playbooks. I had written them for employees, and those employees had skimmed them. The archive was there. The unread instructions were there. Twenty years of accumulated material went into the machine, not as decoration, but as context for the work.

The machine did the work my way. I gave it the SOPs and playbooks, and the output matched the way I worked. Twenty years of material finally moved from an unread archive into the work itself.

Then clients said the sentence my human teams had never produced. “This finally sounds like us.” Human teams had the material. The machine received the context. Only one earned that response.

The world had called me too much. The machine called it context. What looked excessive in one frame became fuel in another, without changing a single piece of the underlying material. Same archive. Same work. Different treatment of context.

That was the opportunity I named. I had twenty years of unread operating material, a machine able to use it, and a client response I had never heard from human teams. Biggest opportunity. Greatest equalizer. Not because the machine erased my way of working, but because it could finally carry that way into the work.

I started with context, not magic. I said the opportunity out loud, put twenty years of material into the machine, and got back work that finally sounded like us.