CIO reports enterprises cannot quantify efficiency gains from automation after one year of deployment

According to CIO, automation projects frequently fail to establish baseline measurements before implementation, making it impossible to quantify savings after deployment. The publication cites examples where teams remain confident in improvements based on subjective memory of prior processes rather than demonstrated data, leaving ROI as an article of faith rather than a measured result.

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Agent observability

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