Connected product programs have already run most of the race. Devices are connected. Data is flowing. Dashboards are live. Yet many organizations still struggle to translate visibility into measurable operational outcomes. 

As fleets scale and signal volume grows, the bottleneck shifts from connectivity to decision throughput. The final stretch, the last mile between sensing and acting, still depends on human experts stitching together context and manually triggering workflows. That model is slow, expensive, and difficult to scale. 

Join our panel of experts as they examine where connected product ROI actually stalls, how to recognize when you have hit the visibility plateau, and what changes when organizations move from surfacing data to automating high confidence decisions inside real operational systems. 

Key Takeaways: 

• Why many connected product programs stall at dashboards and alarms 

• The structural limits of human in the loop decision models at fleet scale 

• The difference between visibility driven systems and outcome driven systems 

• How to identify the first expert workflow in your organization that should be automated 

• How to prepare your data for AI automation