AI and Work: Organizational Behavior and How Work Actually Gets Done

Every organization has at least two versions of itself. One appears in policies, process maps, job descriptions, systems, goals, and strategy documents. The other appears in the way people respond when those descriptions are incomplete.

The Book Leads conversation sharpens the lens for this framework: AI has to be understood from proximity to the work. The most useful questions are not only about what AI may do in the future, but what it reveals right now about how people communicate, adapt, decide, and carry responsibility.

That second organization lives in the handoff, the clarification message, the spreadsheet no one officially requested, the trusted colleague consulted before approval, and the meeting where people finally agree what the process means. These are not peripheral to the work. They are often the mechanisms that allow the work to succeed.

The Delivering Marketing Joy conversation adds another practical lens: job titles are labels for collections of behaviors. A job description may name responsibility, but it rarely captures how people navigate ambiguity, build trust, solve problems, and keep work moving when the written process no longer fits the situation.

The Tim Stating the Obvious conversation makes one artifact especially visible: spreadsheets. They often appear where employees have quietly built a bridge between documented process and operational reality.

AI strategies frequently start with the documented organization because it is easier to collect and explain. The model learns the map. Employees continue operating in the terrain. The gap between them is where technically impressive implementations become operationally fragile.