AI agents are being sold as a $2 trillion opportunity. Most companies aren’t even ready for version one.

Autonomy fails fast when data is weak, workflows are unclear, and decision ownership is missing. The real value comes from narrow, well-governed agents that support humans, not replace them.

Reality beats hype. Every time.

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