AI and organizational behavior concept

Why Is a Job Title a Label for a Collection of Behaviors?

Direct answer

A job title is a label for a collection of behaviors because the title describes responsibility while the work itself includes how a person handles ambiguity, risk, relationships, trust, exceptions, and decisions when the documented process no longer fits the situation. AI adoption depends on this distinction because technology is entering the behavioral reality of a role, not only the official description of it.

“A job title is really just a label for a collection of behaviors.”

In the book

Where this concept is developed

This page offers a concise orientation. An Inbox Between Us develops the idea in greater depth through the following parts of the book, where it is connected to the wider argument about AI, organizational behavior, and modern work.

Chapter 10

AI’s Impact on the Unwritten Contract

Examines how AI changes expectations about effort, expertise, productivity, and the responsibilities attached to a role.

Chapter 12

AI Replaces Behaviors, Not People

Separates a job title from the many behaviors inside the role, making it possible to discuss what AI changes without reducing a person to a task list.

Explore the book → Listen to the audiobook →

A title names responsibility, not reality

Job descriptions, org charts, and role definitions describe the written contract of work. They tell people what a role is responsible for, but they rarely describe how that person responds when the process is incomplete, the customer is upset, the data is missing, or the decision carries risk.

The real job appears in behavior: who the person calls, what they check before acting, how they earn trust, how they repair confusion, and when they decide the official path needs interpretation.

Ambiguity is why people are hired

Delivering Marketing Joy makes the practical point directly: not everything follows a process. Organizations hire people because work contains risk, issues, exceptions, uncertainty, and problems that need mitigation. If every situation already followed a perfect step-by-step path, the role would be far easier to automate.

The other duties line at the bottom of a job description is often where the organization quietly admits that the real work will exceed the documented work.

AI needs behavioral language

AI is useful partly because it can mimic and support pieces of human behavior. That makes the behavioral definition of a role more important, not less. Leaders need to know which behaviors should be supported, which should be made visible, which should be protected, and which should never be automated without human review.

When leaders define a job only as a task list, AI strategy can miss the relationship, context, and judgment that make the role valuable.

Survivalists need a frame they can use

For AI survivalists, the point is not to become an AI enthusiast overnight. It is to understand what part of the role remains theirs and where AI can help. Describing a job as behavior gives working people language for what they contribute beyond visible output.

That language changes the relationship with AI. The question becomes less “Will this tool replace my title?” and more “Which parts of my behavior, judgment, and context should this tool support?”

Operational example

A project coordinator’s title says they manage schedules. In practice, they notice when a stakeholder is avoiding a decision, translate vague updates into a realistic next step, remind the right person at the right time, and protect trust between teams. AI may summarize meetings or draft status notes, but the behavioral work of sensing risk and preserving momentum still needs human interpretation.

Further conversations and perspectives

These appearances extend the book’s argument through questions, examples, and perspectives raised in conversation.

ProductCamp Conversations →

David explains that people are hired not only for listed duties but to handle the ambiguous work, judgment calls, and unexpected situations the role description cannot specify.

Delivering Marketing Joy

The episode describes job titles as labels for collections of behavior and connects that idea to undocumented work, ambiguity, and AI adoption.

Follow The Brand by Grant McGaugh →

The conversation asks why organizations hire people when job descriptions end with “other duties apply.” David argues that a title cannot contain the unknown situations, judgment, adaptation, and downstream responsibility people are trusted to carry.

On Brand with Nick Westergaard →

The conversation connects “other duties apply” to the lived experience and consequence organizations actually hire, separating a person’s value from a formal task list.

Questions this concept helps answer

  • Why is a job title not the same as the job?
  • How can leaders discover the behaviors inside a role?
  • Why does role behavior matter for AI adoption?
  • What should AI survivalists document about their own work?

Keep exploring

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