Judgment Call
How great managers decide what AI cannot. The manuscript is complete; the argument is about the shift from producing the answer to weighing it.
A weekly note for managers growing talent AI can't replace.
As AI absorbs routine cognitive work, the manager's job becomes growing the human capability that machines cannot replace. More capable, not more dependent.
Three trade books, one argument. Each one takes a different angle on the manager's real job when the machine can already draft the memo.
How great managers decide what AI cannot. The manuscript is complete; the argument is about the shift from producing the answer to weighing it.
The organizations that make good judgment possible. How structure, incentives, and culture keep human capability at the center as the tools change.
The talent choices the first two books point toward. On hiring, developing, and rewarding the people whose judgment machines cannot substitute for.
Thomas J. Norman, Ph.D. is a Professor of Management at California State University, Dominguez Hills, and a Gallup-certified executive coach. He writes and teaches about how organizations turn human dignity into measurable results, with a particular focus on how managers should design work, pay, and development as AI reshapes the job.
He is the author of Compensation: Rewarding and Retaining Talent (California Edition) and the forthcoming More Capable series. His research and teaching sit at the intersection of compensation strategy, industrial-organizational psychology, and the practical craft of managing well.
A San Pedro resident, he serves on his university's faculty and writes two other newsletters, The OLE Lab Notebook and Dr. Norman's Management Memes.
I coach CEO, COO, CFO, and CHRO leaders on integrating AI into growing companies (typically 200 employees or fewer) so their teams get more capable, not more dependent. Gallup-certified. $500 per hour. A short intake conversation first, at no cost, to see whether we are a fit.