Insights
How to tell which of your AI tools is a commodity and which is your edge
Your AI stack is two things, and only one is worth defending. The first automates and connects your software. Every competitor can buy it, so it is a commodity. The second changes how your people think. No vendor sells it. That is your edge. Sort every tool into those two columns.
What are the two types of AI in your business?
Look at your stack and you find two categories. One is plumbing: tools that move data, automate steps, and connect apps. The other is thinking: how your people use AI to decide, write, and judge. The first is bought. The second is built.
Why is AI that automates and connects a commodity?
Automation tools converge. Every vendor races to the same features, and your competitor signs up next week. A workflow that connects your inbox to your CRM gives you speed for a quarter. Then it gives everyone speed. Useful, replaceable, never an edge.
- Same integrations, same price, same week your rival adopts them
- Value shows up as time saved, which competitors also save
- Switching cost is low, so loyalty is low
Why does the AI that changes how you work belong to you?
The second type lives in your people. It is how a strategist briefs a model, spots a weak answer, and turns a rough idea into a sharp one. No login grants that. It compounds with practice and walks around in the heads of your team.
What is a fast test to sort your stack?
Take each tool and ask one question: could my closest competitor buy this and get the same result by Friday? If yes, it is plumbing. If the result depends on the skill of the person using it, it is edge. Sort the whole stack in ten minutes.
| Plumbing | Thinking | |
|---|---|---|
| What it does | Moves data, automates steps, connects apps | Shapes how your people decide, write, and judge |
| How you get it | Bought | Built through practice |
| Can a competitor copy it by Friday? | Yes | No |
| What to do | Buy it and keep it cheap | Invest in it and protect it |
Who is the real threat here?
It is the competitor who gets fluent first. Two businesses can run the same model. The one whose people brief it better, catch its mistakes, and trust their own judgment wins the work. Fluency is the moat. Buy the plumbing, build the thinking.
Want help putting this to work in your business? It's the kind of work we do with Advisory clients. Start a conversation about your business.
Frequently asked questions
Is automation software a waste of money?
No. Plumbing earns its place by saving time and cutting errors. Buy it, use it, expect no lasting advantage from it. Treat it as table stakes and put your attention into the thinking that competitors cannot copy.
How do I build the thinking type of AI?
You train it into your people. Give them repeated practice on real work, a library of strong prompts, and permission to check the model's output. Fluency comes from reps, not from a bigger subscription.
Can a small business out-think a larger competitor?
Yes. Size does not grant fluency. A five-person team that briefs AI well and trusts its own judgment moves faster than a large one waiting for procurement. Speed of learning beats budget here.