The Agent Didn’t Fail. The Workflow Wasn’t Ready (And Why That Matters for ROI)

📰 Medium · AI

Learn how to measure and fix workflow inefficiencies after introducing AI agents to ensure a positive ROI

intermediate Published 20 Apr 2026
Action Steps
  1. Identify manual review queues created by AI agent rollouts
  2. Measure the effort redistributed to these queues
  3. Configure automation for these queues to reduce manual effort
  4. Test and refine the automated workflows
  5. Compare ROI before and after workflow optimization
Who Needs to Know This

Product managers and operations teams can benefit from understanding how to optimize workflows with AI agents to maximize ROI

Key Insight

💡 Introducing AI agents can sometimes redistribute effort rather than automate it, negatively impacting ROI

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🚀 Did your AI agent rollout create new manual review queues? Learn how to measure and fix workflow inefficiencies for a positive ROI
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