Fixing Enterprise AI Pilots

The author argues that enterprise AI pilots frequently fail due to fundamental strategic errors rather than technical flaws in the models. Common pitfalls include automating individual steps without process maps, failing to establish operational baselines, relying on chatbots instead of background agents, operating outside existing software stacks, lacking business ownership, and neglecting long-term cost and maintenance planning. Open article →