Shattering the AI pilot trap
· Source: scmr.com
In short
The article discusses how many organizations struggle to scale AI pilot projects into operational use, emphasizing that successful AI adoption depends on selecting the right workflows rather than just applying advanced models. Key insights include focusing on unstructured data workflows, embedding AI agents directly into operational systems, and implementing proper governance with L1 autonomy for measurable ROI. The path to production requires workflow clarity, embedded integration, and disciplined governance rather than model sophistication.
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Tags: AI, automation, workflow, governance, ROI, agents