A trained chef was made general manager of an events company. "I know nothing about sales," he said. "I know nothing about finance. HR is a mystery." Instead of a management course, he got a coach, and an AI tool.
A management development programme: a short business course, a few modules of finance for non-financial managers, and a leadership course for good measure.
He understood food, service and the pressure of a big event better than anyone in the business. What he couldn't see was how the business fitted together: how a quote becomes a booking, a booking a staffing plan, a staffing plan a cost, and an event cash.
Around him, the founders who appointed him still reached into day-to-day operations, often without telling him. Modules on finance and leadership would have left all of that untouched.
Early in the coaching, I showed him how to use an AI tool to map the business end to end: first enquiry, quoting, planning, staffing, delivery, invoicing, payment and the follow-up that brings the next booking.
He got hooked. With AI coding tools and no software background, he built an app connecting operations, sales, basic HR and finance. To make the parts connect, he had to understand them. Building it became a mini MBA.
With the operation visible, coaching went to what the app couldn't do: running facilitated sessions so his team's voices went into the map, teaching them to keep it current, and using the visibility to help people rather than check up on them.
A one-day session with the sales team mapped how sales actually flowed and put the pipeline on a board, with a weekly sales meeting built around it. He then built the board into his app.
"I know nothing about sales" became "I manage sales through the sales system." The same shift followed in operations, HR and finance.
In every other story, someone made the system visible to the people inside it. Here, the learner built the visibility himself. That is the new edge for L&D.
When the tool carries the content, coaching can spend its time on the human layer. The sponsor work is still unfinished: the founders' own roles need the same clarity. Sponsors can be part of the system that needs to change.
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