In the last two years, every vendor has declared themselves "AI-powered." The problem isn't that AI is fake. It's that the way it is told promises one thing and does another.
It promises to replace people. What it actually does, when it works, is something different: it frees people's time from mechanical work. These are two different things, and confusing them creates the wrong expectations on both sides.
Where AI works right now
Today AI works well on three families of tasks:
- Compile, extract, summarise. Reading a contract and pulling out the key clauses. Summarising a long conversation. Filling in a form starting from an email. Tasks with a repetitive structure and an expected output.
- Answer recurring questions in a relevant way. Where a knowledge base exists (documentation, conversation history, manuals), a system can respond to what repeats. It does not replace who decides, but it removes the workload of answering the same request twenty times.
- React quickly to events. A prospect writes at 10 pm on a Sunday: a system can reply within a minute, qualify the request, propose a slot, and have the context ready for the salesperson on Monday. This is not selling: it is coverage.
Where it does not work
It does not work when it is asked to decide. Deciding about a relationship, a contract, a price, a positioning, a client to refuse. These require judgement, not text generation. And judgement, in the companies we work with, is worth far more than any automation.
It also does not work when it is sold as a replacement for the salesperson, the consultant, or the owner. Clients notice. Perceived quality drops. The brand takes years to recover.
How we use it
In our work AI is an operational multiplier. It replies first to incoming contacts, keeps data aligned across systems, drafts content that is then reviewed, extracts signals from flows that would otherwise get lost.
What it does not do is decide what to say, to whom, in what tone, and when. Those decisions are made together with clients, during the strategic phases. Then the system executes what has been decided, 24 hours a day, without forgetting.
The distinction sounds subtle and is in fact the most important thing. Those who sell AI as a salesperson sell an illusion. Those who use it as a multiplier free people's time and make the system sustainable.
What this means for you
If someone is pitching you "AI that does sales," ask which decisions the system makes and which remain with people. If the answer is vague, it is almost always because the system will try to simulate selling without the supervision of someone who can read clients.
If instead you are offered a system that does the mechanical work around the sale, and leaves the sale to who knows how to do it, that is probably the right direction. Even if it is not called AI.