Marketing pilots a copy tool. Sales adds a meeting recorder. IT runs a vendor proof of concept. The company has more software, but the work still returns to email and spreadsheets.
Tools change minutes
A ChatGPT seat helps one person write faster. That is useful, but it is still a tool-level change.
An operating change looks different. The book gives the example of an agent that reads every inbound lead, qualifies it against the ideal customer profile, drafts the follow-up, logs the activity in the CRM and alerts the sales rep.
The distinction is ownership and scope. Tools belong to individuals. Operating changes belong to the company.
The borrowed capability trap
The second failure mode can look like success. One employee builds a private agent stack and becomes far more productive than everyone around them.
If the workflow lives on that person's laptop, inside their accounts and inside their head, the company does not own the capability. The day they leave, that capability leaves with them.
The durable answer is a company-owned workflow that another person can inherit on day one.
The bottleneck moves
Once the workflows begin returning work in minutes, the constraint moves. Reports arrive faster, drafts are ready and decisions stack up in front of the executive.
The book calls this Agent Anxiety. The team is no longer the slowest part of the system. The executive making decisions becomes the bottleneck.
That changes the hiring question. The next valuable person is a strong decision-maker whose judgement can be multiplied across the agent layer, not another layer of execution.
Run the test
Look at the person on the team who gets the most value from AI. If they resigned tomorrow, how much of that leverage would walk out with them?
If the honest answer is most of it, document the workflow, move the accounts and context into company control, and make the system usable by the next person in the seat.
Use the four-step method or test the next role on the hiring plan.