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....