What it really means when a company 'uses AI'

These days almost every company says it “uses AI.” You see it on LinkedIn, in press releases, in pitch decks and even on some restaurant menus. The problem is that phrase can mean very different things, and understanding the difference matters if you want to know whether your company is truly leveraging the technology or just putting a trendy label on something that already existed.

The spectrum goes from “almost nothing” to “we redesigned how we operate”

When a company says it uses AI, it could be doing any of these things:

The basic level: someone has a ChatGPT account

The most common case. One or several employees use ChatGPT or Claude personally to write emails, summarize documents, or brainstorm ideas. There’s no integration with the company’s systems, no standardized process. It’s useful for whoever uses it, but it doesn’t change anything structurally.

The intermediate level: tools with built-in AI

The company adopted tools that already have AI integrated: Notion AI for documents, HubSpot with a sales assistant, Canva with image generation, or Microsoft’s Copilot in the Office suite. Here there’s already a more visible impact on productivity, although the company isn’t “building with AI,” just using products that include it.

The advanced level: automated workflows

The company connected AI to its systems. For example, support emails go through an automatic classifier, reports generate themselves from data, or there’s an internal assistant that answers team questions about company procedures. Here there’s a real change in how things operate.

The deep level: AI as part of the product

AI isn’t an internal tool, it’s part of what they sell. The product includes personalized recommendations, automatic analysis, content generation, or assisted decisions. This is where you can genuinely say a company “uses AI” in a fundamental way.

Why knowing the difference matters

If you’re an employee: knowing which level your company is at tells you how much room there is to propose changes. If your company is at the basic level and you propose automating a process, it’s easier to convince because there’s no infrastructure to defend.

If you’re an entrepreneur or job hunting: companies at intermediate or advanced levels are the ones growing fastest and where you learn the most. And those that only put “we use AI” as a marketing label with nothing behind it often have a disconnect between what they promise and what employees experience internally.

If you’re a customer: a company that uses AI in its product may be more efficient and accessible, but also harder to reach when something goes wrong if all customer service is automated. That’s not necessarily bad, just worth evaluating.

Signs they’re doing it right

Not all companies that say they use AI are doing it well. Here are signs they are:

• You can see the result: the process is faster, the product is more personalized, support is more agile.
• The team actually uses it: it’s not a CEO initiative that nobody has time to adopt.
• Someone owns it: even if it’s just one person on the team in charge of evaluating which tools to use and how.
• They iterate: they test, measure and adjust. They don’t buy a tool and forget it.

What doesn’t count as “using AI”

• Putting “powered by AI” on the website with nothing real behind it
• Using Word’s grammar checker (which has been there for decades)
• Having an AI workshop six months ago and then changing nothing
• Having a chatbot that only knows how to say “let me transfer you to an agent”

The question that shifts your perspective

If someone at your company (or at a company you’re considering) says they “use AI,” the key question isn’t “which tool?”, it’s: what changed about how you work since you adopted it?

If the answer is “nothing,” they’re at the basic level. If the answer is “something that used to take two hours now takes ten minutes,” they’re at some intermediate or higher level.

That difference, in the coming years, will separate the companies that grow from those that fall behind. Not because of the technology itself, but because of the willingness to change how work is done.

Where to start if you want to level up

If you work at a company or have your own business and want to go from “someone uses ChatGPT occasionally” to “we have a process that uses AI systematically,” start with one repetitive task that consumes time:

1. Identify what gets done several times a week manually
2. Ask: could AI do the first draft of this?
3. Try it for two weeks and measure the time saved

You don’t need a technology department. You need one curious person and a concrete task. Everything else comes after.