Many enterprises face challenges implementing AI, with 90% of pilots failing to reach full production. This failure stems from complexities in navigating compliance, technical capability, integration, and proving ROI, requiring extensive resources and collaboration. Organizations can end up in a cycle of endless proof-of-concepts, termed 'Pilot Purgatory.' Successful organizations, however, manage to deliver AI tools and capabilities to users quickly, linking innovations to clear business impacts rather than seeking problems to fit technologies.
It took the combined efforts of 400,000 people to accomplish the Apollo programme. Organisations that bet everything on big projects can find themselves in a doom loop of endless proof-of-concepts.
90% of AI pilots fail to make it into full production, suggesting there is a growing disconnect between boardroom excitement and real-world execution.
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