AI Implementation Blind Spots

Nikolay Gul

• 21 juni 2026
• 9798993880679

Samenvatting:

AI Implementation Blind Spots is a practical field manual for leaders, operators, consultants, AI strategists, MSPs, IT teams, cybersecurity professionals, finance teams, healthcare administrators, portfolio operators, and business decision-makers who need AI to work inside real organizations - not just look impressive in demos.Most organizations do not fail with AI because they lack tools. They fail because they confuse speed with value, pilots with proof, adoption with implementation, and output with trusted usable work.This book gives readers a decision-first system for reducing AI rework, defining human-versus-AI boundaries, measuring real ROI, controlling risk, and deciding which AI projects deserve scale - and which should stop.Inside, readers learn how to recognize the Velocity Trap, avoid AI Theater, measure the Rework Tax, build Evidence Packs, design Decision Boundaries, protect against Shadow Ledger risk, and apply practical AI implementation playbooks across revenue, operations, finance, cybersecurity, healthcare administration, procurement, and regulated environments.This is not a prompt guide, vendor brochure, or AI hype book. It is a practical business field manual for turning AI speed into measurable, governed, and trusted results.Paperback ISBN: 979-8-9938806-7-9eBook ISBN: 979-8-9938806-5-5Library of Congress Control Number: 2026912042