AI is everywhere right now. Prompts, content plans, landing pages, chatbots, agents, and promises that a company can "implement AI" almost without effort.

Some of that is useful. Good prompts are useful. Quick personal workflows are useful too. But there is an uncomfortable point: a business can very easily confuse access to an AI tool with real AI implementation.

A company buys ChatGPT, Claude, or another AI tool for employees. A few people start using it actively. Someone writes emails, someone summarizes documents, someone drafts presentations, someone tries to analyze spreadsheets. Inside the company, it feels like something is moving.

And at that moment it is easy to say: "We are implementing AI."

Formally, yes, the first step has been made.