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Manish Garg, cofounder and CPO of Skan.ai, explains that AI agents fail in production because they are trained on documented processes rather than actual workflows. A 1% gap in behavioral observation can compound into 40% agent failure. The missing layer is operational context captured directly as work executes.
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