Agentic AI pilots can demonstrate impressive technical capability without proving that the underlying workflow is performing better.

Before scaling, leaders need evidence that the deployment is reducing work, improving output and changing the economics of the workflow.

Session 4 closes The Agentic Enterprise series by looking at how organisations can move from a successful pilot to measurable production performance.

We will cover:

• Why agentic AI pilots stall before enterprise scale

• How to measure rework, review time, throughput, adherence and escalation

• How controlled comparisons establish whether Human Context is improving the workflow

• Where quality gates are required before expansion

• How ROI dashboards can support scale decisions

Speakers: Wolf Magdelinic (CEO of WORK-SELF) and David Edwards (TBC)