Forthcoming book
The AI
Value Gap
How Management Turns AI Adoption Into Measurable Business Value
FORTHCOMINGTHE
AI VALUE
GAPLAYEFA OKIY
AI VALUE
GAPLAYEFA OKIY
The contradiction
AI adoption is everywhere.
AI value is not.
Access, technical success, and usage do not automatically become worthwhile business outcomes. Between capability and value lies a management system.
The book shows leaders how to decide where AI belongs, design it into real work, allocate authority, build the operating conditions, and connect evidence to decisions over time.
The Five Conditions
The conditions that make AI deliver.
01Value clarity
02Workflow fit
03Operating rules
04Ownership & accountability
05Evidence & learning
The promise
A management system—not another catalogue of AI advice.
Readers should be able to distinguish adoption from value, define a value case, locate AI in the workflow, assign authority, design review and escalation, judge readiness, run a pilot as an experiment, maintain permission at runtime, allocate a portfolio, and build the organization required to repeat the discipline.
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