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Exclusive: Shell's Chief Data Officer on building the foundations for AI

"For years companies have been struggling to ensure that their data is systematically reliable" writes Peter Denyer. But...

Stock image credit: Scott Blake. Creative Commons.

Peter Denyer, Chief Data Officer, Shell, writing exclusively in The Stack, says that enterprises must do the "lengthy, costly, and unglamorous" work on data foundations, or risk facing misplaced executive expectations around AI...

According to the Gartner hype cycle, AI has now cruised past the “Peak of Inflated Expectations” and is now merrily rolling towards the “Trough of Disillusionment”. This means that the initial excitement and buzz surrounding AI, particularly generative AI (GenAI), has started to fade as organisations begin to evaluate its practical applications and limitations. 

The good news is that “True Productivity” from AI awaits us in a future phase, but it is worth considering what it will take to get there, because the gap needs to be filled by some hard and rather unglamorous work creating strong foundations. Fortunately, this won’t just benefit AI...

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