From Hype to Reality: AI Hype Cycle vs. Failed Pilots
Gartner’s AI hype cycles reveal shifting trends, but most pilots still fail. This article explores the root causes and why a KPI framework is essential to connect hype with outcomes....
KPI Framework for AI Implementation Success: The Hurricane & Spitfire Story.
A robust KPI framework, integrated within a maturity roadmap, significantly boosts AI project success by aligning initiatives with strategic goals. This approach ensures disciplined execution, continuous improvement, and measurable business impact, turning AI from hype into a sustainable competitive advantage....
AI Isn’t a Product: Rethinking AI Product Strategy to Avoid the Internal Innovation Trap
Many enterprises confuse internal AI tools with strategic innovation. This article examines why AI initiatives must extend beyond internal efficiency to deliver real market impact. It explores product strategy, organisational change, and cultural integration—highlighting what it takes for AI to become a true driver of enterprise value....
From Use Case to Business Case: What an AI-First Strategy Really Requires
Many enterprises invest in AI pilots but struggle to scale them. This article explores what an AI-first strategy truly requires—from data readiness and operational ownership to measurable outcomes. Moving beyond isolated use cases, it outlines how organisations can embed AI into core workflows and deliver sustained business value....