The AI-Native Shift · Book Resources
The FROM → TO Beats
One italic Trapped → Transformed beat per chapter, landed at the diagnosis-to-design pivot, each riding a concrete trapped-pole image. The two states are always named Trapped and Transformed — never anything else.
Chapter 1
From expertise trapped in heads the organization is afraid to lose — to judgment made legible, running in a system everyone shares.
Marie; the binder that failed
Chapter 2
Not new layers. Not an "AI layer" bolted on top. From the same five layers held together by invisible personal glue — to the same five layers on visible shared infrastructure.
The two-panel figure; dots and glue lines
Chapter 3
From complexity paid for like weather — invisible, unquestioned, every week — to complexity named, priced, and decided about.
Weather ("automate weather and you get weather at machine speed")
Chapter 4
From buying the build and skipping the expertise — to your experts giving direction while the machine builds.
The electrician close
Chapter 5
From optimizing the operation you have — to designing the operation you intend.
The optimization reflex; the weather callback
Chapter 7
From boxes drawn around scarcities — to accountabilities drawn around relationships.
The napkin: three circles wrapped around one arc
Chapter 8
From the whole customer scattered across five excellent tabs — to the whole context in one place.
Five excellent tabs
Chapter 10
From judgment spent on corrections, session after session — to judgment fed in once, running by default.
The vigilance → structure pivot
Chapter 12
From capability that lives and dies with its hero — to capability the next person inherits.
The hero; the shadow system wearing a halo
Chapter 14
From approvals on everything, checking nothing — to rails on the few actions that can’t be taken back.
The dial → rails pivot
Chapter 16
From a transformation that succeeds by being needed again — to one that succeeds by leaving.
The needed-again → leaving pivot
The exemplar home — Chapter 6
Chapter 6 carries the beat in its inline form: the four canonical Unified View transformations, each its own Trapped → Transformed turn.
View 1
from hunting across systems for context, to complete visibility where the work happens
View 2
from revenue operations as disconnected functions, to commercial intelligence as competitive advantage
View 3
from intelligence trapped in analysts and data warehouses, to contextual intelligence where decisions happen
View 4
from linear scaling — more output means more hires — to capability multiplication
Twelve chapters carry the beat. Chapters 11 and 13 and the Closing are register-exempt — the grief chapter, the banner chapter, and the coda.