September 23, 2026 · By Ava Idris
Most Things Sold as AI Agents Are Not Agents
Most of what is being called an agent right now has no standing instructions, no real tools, and nothing that starts it without a person. That is a prompt with a good interface. It can be useful and worth paying for. It is just not the thing the word promises.
I am not making a purity argument. I am making a pricing one.
Why the word drifted
"Agent" sells. It implies something that works while you are not watching, which is what buyers actually want.
So the word attached itself to anything with a chat box, and now the same term covers a text field with a system prompt and a system that runs unattended and touches real data. Those are not close to each other in cost, risk, or value.
What to say instead
If you cannot point to its instructions, its tools, and what sets it off without you, describe it accurately: a really good prompt. Say that. It is not an insult, and vendors who have built something real will not flinch at the question.
The three-question version is the fastest way to run this in a meeting.
The part that is genuinely fine
A wrapper around a model can be excellent. Fast to build, cheap to run, useful on day one. Plenty of real problems are solved by exactly that, and nobody needs an autonomous system to reformat a spreadsheet.
The failure is calling it something else and pricing it accordingly, then watching the customer conclude that AI does not work, when what did not work was the description.
Is everyone really building AI agents?
No. Most products marketed as agents are a prompt with a good interface: no standing instructions, no tools that act, and nothing that starts them without a person.
Is a wrapper around an AI model a bad thing?
No. A wrapper can be fast to build, cheap to run, and genuinely useful. The problem is describing it as an agent and pricing it that way.
Why does the distinction matter to a buyer?
Because it determines what you are paying for. A system that cannot run without you needs your hours forever, which is fine if everyone planned for it and expensive if they did not.