The CAIO Review

The CAIO Review

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July 2026

What I Would Do in the First 90 Days
Visibility before governance, governance before optimization, and a management loop before another tool purchase.
 • Raja Pabba
Expertise Is the Advantage You Can't Rent
Foundation models commoditize; encoded expertise compounds. The durable AI advantage is the practitioner judgment you capture before it walks out the…
 • Raja Pabba
The Cheapest AI May Be the AI You Do Not Use
The right architecture begins with the smallest reliable mechanism that can produce the required outcome.
 • Raja Pabba
Do Not Start AI Cost Governance With an Internal Bill
Owners need trusted cost-and-outcome information before allocations can change behavior.
 • Raja Pabba
The Pilot-to-Run-Rate Cost Cliff
A successful demo proves capability. A production gate determines whether the company can afford to keep it.
 • Raja Pabba
Your AI Initiative Has Three Financial Owners
Funding, costing, and judging an AI initiative are different decisions with different owners and clocks.
 • Raja Pabba
How to Connect AI Spend to the P&L
The missing middle between tokens and value is where a defensible AI business case is built.
 • Raja Pabba
Your AI Outcome Metric Is Only as Good as Its Denominator
Three properties determine whether “successful” is measured, estimated, or merely asserted.
 • Raja Pabba
The Displacement Law of AI Cost- The Saving Moved. It Did Not Vanish.
Optimize one metric and the failure often appears one level higher, outside the dashboard.
 • Raja Pabba
Every AI Cost Conversation Has an Altitude
The numbers become harder to obtain as they become more useful to the business.
 • Raja Pabba
The AI Dashboard That Says Nothing
Tokens are useful for billing. They are dangerous when they become the definition of progress.
 • Raja Pabba
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