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Who's Gonna Tell Her Story? David Dean on AI, Human Value in the Workplace
Hosted by Jesse Blount
A frontline worker broke into tears on a call with David Dean because she was afraid she would not have a job in a year. That question—“Who’s gonna tell her story?”—helped drive David to write An Inbox Between Us. In this conversation with Jesse Blount, he explains why human value rests in lived experience and consequence, how AI can reveal the unwritten organization, and what it means to approach adoption as a Business AI Realist.
Original episode
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Conversation summary
David traces his move from enterprise automation, infrastructure, and security work into writing about AI from proximity. Years spent across business units, industries, and ground-level teams convinced him that the public conversation was happening above the people who had to live through adoption. The book became his way to give those people a story they could hold onto.
The episode’s central human argument is that organizations hire people for lived experience and lived consequence. Those qualities shape judgment, help someone recognize downstream effects, and place a person at the point where a decision must be made and owned. A role may include repeatable tasks, but its value cannot be reduced to those tasks.
David then separates the written contract from the unwritten contract. Formal roles, values, and documented processes describe how the business says it works. The unwritten organization consists of the decisions, relationships, workarounds, and behavioral dynamics through which the work actually moves. AI can help reveal those patterns, but people still have to interpret what they mean.
Two pop-culture analogies make the relationship concrete. Multiplicity illustrates how different AI “copies” can serve different purposes, freeing people from tedious work without giving up the human capabilities they value. Star Trek’s Scotty shows why speed is not judgment: lived experience tells him which question to ask and where to direct the computer.
The emotional center arrives when David recounts the frontline worker who feared she would be gone within a year. He knew the organization would still need what she carried, but also saw that leaders had not explained why. That moment led to the question “Who’s gonna tell her story?” and to a mission of creating influence for the workers he calls AI survivalists. The episode closes with his aim to bring that ground-level perspective to more organizations as a Business AI Realist.
Key insights
- AI becomes a workplace question before it becomes a technology question when an employee fears she may no longer belong.
- Writing from proximity means asking what AI means for the people implementing, supervising, and living with it now—not only what the technology may become.
- Lived experience and lived consequence shape the judgment organizations rely on when a decision carries downstream effects.
- The written contract explains how the organization says work happens; the unwritten contract contains the behavior through which work actually happens.
- AI can industrialize an organization’s existing behavior, so organizational self-awareness must precede scale.
- Multiplicity offers a practical model for AI: use different copies for different strengths while preserving the human skills that matter.
- Pattern analysis can reveal a recurring organizational problem, but the right response may be a conversation rather than another AI solution.
- Communication and collaboration data form a behavioral record that can help an organization rediscover itself.
- Scotty knows where to direct the computer because experience tells him which question matters; speed supports judgment but does not create it.
- David describes 79% of the workforce as AI survivalists: people who are primarily trying to do their jobs while the relationship with AI develops.
Questions answered
What prompted David to write An Inbox Between Us?
His enterprise experience showed him that most AI commentary was aimed at high-level possibilities rather than the people living through adoption. A frontline worker’s fear that she would not have a job in a year made the missing story personal and urgent.
What is the difference between the written and unwritten contracts?
The written contract contains formal roles, processes, and expectations. The unwritten contract contains the relationships, adaptations, judgment, and informal coordination through which the organization actually operates.
Why do lived experience and lived consequence matter?
They shape judgment, help people recognize downstream effects, and put a human being at the point where a decision must be made and accountability must be carried.
Who are the AI survivalists?
David uses the term for the large majority of workers who are not choosing an ideological side. They are doing their jobs, learning what the technology means for them, and developing the relationship over time.
What does the Multiplicity analogy explain?
Different copies can be directed toward different strengths and weaknesses. David uses the analogy to describe offloading tedious work, debating an idea, or extracting thoughts while protecting valuable human capabilities.
How can AI function as a behavioral mirror?
It can surface patterns across meetings, client engagements, team dynamics, and recurring challenges. Those patterns create a wider lens, but people must combine them with lived experience before deciding what to do.
Does every pattern require an AI solution?
No. A pattern may reveal that someone lacks authority, is overworked, or needs a direct conversation. The mirror helps people see the condition; it does not prescribe technology as the answer.
What does the Scotty analogy say about human judgment?
The computer can return information quickly, but Scotty’s lived experience tells him which question to ask and where to search. AI can accelerate the path to a decision while a person retains judgment and responsibility.
What does Business AI Realist mean?
It is David’s term for making AI real at the ground level: understanding the technology, the organization in which it operates, and the human relationship required to make it work.
Conversation guide
Writing AI from proximity
Watch at 3:31 →Why David turned years of enterprise experience and digital journaling into a book for the people missing from the public AI conversation.
Why organizations hire people
Watch at 10:11 →Lived experience, lived consequence, and the human accountability required when a decision has downstream effects.
A symbiotic relationship
Watch at 12:54 →Why organizations need time, self-awareness, and deliberate cultivation to make human and AI behavior work together.
AI through the lens of Multiplicity
Watch at 14:50 →Using different copies for different strengths so tedious work can move without eroding valuable human capability.
AI as a behavioral mirror
Watch at 17:14 →How patterns across engagements can reveal an organizational condition—and why the answer may simply be a conversation.
Scotty, speed, and responsibility
Watch at 24:10 →Why experience determines which question to ask even when a computer can produce information at extraordinary speed.
Who’s gonna tell her story?
Watch at 29:58 →The frontline call that moved David from private conviction to creating influence for the people living through AI adoption.
The inbox as a behavioral record
Watch at 34:14 →How communication and collaboration data can support organizational self-awareness and rediscovery.
The Business AI Realist
Watch at 37:18 →David’s six-month goal to become a trusted ground-level voice through speaking and practical work with organizations.
Timecodes link to the corresponding moments in the original conversation.
Edited transcript excerpts
Speaker labels and punctuation were reconstructed from automated transcription and edited for readability.
“The things that we value most about people in the workplace are lived experience and lived consequence. That is what shapes our judgment and how we make decisions.”
“If AI is here to mimic human behavior, then make it human.”
“I like to think about the movie Multiplicity. I’m making copies of myself, but they’re not all the same. They all function differently.”
“Sometimes I don’t need an AI solution. I may just need to go have a conversation with someone because that person may not feel like they have authority to do something, or that person may be overworked.”
“Because of his lived experience and lived consequence, Scotty knows what question to ask. He knows where to direct the computer to potentially find the answer.”
“I’m not looking to be an influencer, but I do want to create influence. I feel like someone needs to fight for them.”
“The inbox is this landing zone of all of our communication and collaboration data that defines the behavioral record of our dynamics in the workplace.”
“I call myself the Business AI Realist. Let me make it real for you in regards to how to make your organization work in this relationship with AI.”
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