The standard Product Opportunity Assessment was built for a world of linear trends and predictable disruptions. But AI doesn’t just accelerate innovation—it reshapes the opportunity landscape in real-time. If Chief Product Officers aren’t continuously updating their POAs, they leave game-changing value on the table.

Traditional assessments focus on market size, competitive landscape, and customer pain points. But in the AI age, CPOs must ask:

🔹 What hidden inefficiencies could AI unlock in our industry?
🔹 How does AI redefine customer expectations and behaviours?
🔹 Where can AI create entirely new product categories—not just improve existing ones?
🔹 What ethical and regulatory shifts should we anticipate?

AI-driven opportunities don’t always fit neatly into established market dynamics. They emerge from the interplay of automation, personalisation, and real-time decision-making—often in unexpected places. The best CPOs will evolve their assessments to identify not just where AI fits, but how AI changes the game.