05/10/2026
The biggest AI mistake? Starting with AI.
Executives should begin with a business question: What problem are we solving, and what value is at stake?
Start by identifying the friction—cost, delays, manual effort, errors, or lost customer value.
Then quantify the opportunity.
Redesign the process before automating it.
Only then determine whether the answer is AI, automation, APIs, analytics—or simply eliminating unnecessary work.
The objective is not to deploy AI.
It is to deliver measurable outcomes:
Lower cost. Faster ex*****on. Better decisions. Higher productivity.
Business problem → Value → Process → Technology → Outcome.
Business first. AI second. Value always.
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