But managing, leveraging and realising the commercial advantage of data is also hard. If fully leveraging data is difficult enough, the bar is only getting higher – with AI changing the game.

While the market pressure is on, and companies are forging ahead with plans for AI and AI agents, the data for these projects may not be ready.