2CEOPick a decision that keeps coming back to the owner
For a special quote, the team repeatedly needs the customer's background, delivery costs and a reason for making an exception. Start by documenting one real decision.
Rebuilding Business Operations with AI
Why should enterprise AI start with the owner?
Two deals can have the same margin and still warrant different decisions. Customer value, delivery scope and payment terms explain the difference and give the team a starting point next time.
Why start with the owner's everyday work?
Important trade-offs depend on the owner's background knowledge, experience and risk limits. Start with real conversations and identify the decisions that take up the most attention.
How can experience become reusable judgment?
Take a low-margin order. Put customer value, delivery cost, payment terms and exception criteria on the table for the owner to refine.
How do we know AI is helping?
Review time saved, delays avoided and whether the team is making better calls about opportunities and risks.
How does the team learn to use it too?
The owner tests the approach in actual work, defines decision criteria and authority, then lets the team apply and refine it within those limits.
Save the reasoning for next time
Method example · Low-margin order
Is this deal worth an exception?
Check the customer's long-term value, estimate additional delivery costs, then confirm payment and acceptance terms.
Open an example decision record
Continue only if the first phase can be accepted on its own, additional work is priced separately and payment milestones are clear. The owner decides what is an exception and what can be reused.
From an owner's judgment to a method the team can reuse
Write down the decision criteria
Put margin, payment, scope and the reason for the exception on one card. Flag missing delivery cost data for verification.
Test it against actual results
Track how often the owner has to supply context, how long the team waits and how often quotes have to be redone. Review which criteria helped.
Share the approach with the team
Write down routine authority, when to escalate and when to review. Next time, the team can prepare the facts and the owner can focus on the exceptions.