“That’s not AI, that’s automation” is one of the most dangerous sentences floating around boardrooms right now. And it is usually said by an argumentative nerd who has appointed himself the arbiter of AI-ness.
I can say that because I am one. Tech is full of us. Spend 30 seconds on Reddit and you’ll see the species in its natural habitat.
But in AI land, too many argumentative nerds have turned into AI haters. Some of it is fear. Some of it is ignorance. Some of it is the very well-placed concern that their jobs may not survive what’s coming.
And frankly, in many cases, that is good for the world.
The problem is not that they are nervous. The problem is that they are infecting executives with garbage thinking.
Here’s the misconception:
If you use Make, n8n, Zapier, or some other workflow tool, and then you put AI into parts of that workflow, people say, “That’s not real AI.”
Wrong.
That is an agentic system. Full stop.
The best place to start for most companies is not some magical AI moonshot. It is this:
1. Find a repetitive workflow
2. Keep the deterministic parts deterministic
3. Add AI where judgment, language, reasoning, or summarisation helps
4. Let automation handle the handoffs
5. Measure the output and improve it quickly
That combination is powerful because traditional automation is predictable. If this, then that.
AI is not predictable in the same way. It is probabilistic. Ask it five times one hundred and, in the wrong setup, it may confidently wander around the answer.
But combine deterministic automation with AI and you get something very useful, very fast.
Executives need to be careful who they listen to. There is a very real chance your internal IT team is your biggest enemy when it comes to AI transformation.
Where in your business are you dismissing “just automation” when it could actually be the fastest path to an agentic system?
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Sapience - Fusing AI & Data for Extraordinary Results
Sapience - Fusing AI & Data for Extraordinary Results