The Innovation Dispatch

Change Management

2 articles

Editorial illustration for Five Considerations That Decide Whether Enterprise AI Workflow Automation Scales or Stalls
Data & Automation

Five Considerations That Decide Whether Enterprise AI Workflow Automation Scales or Stalls

Enterprise AI workflow automation success hinges on five critical factors: governance, technical integration, data readiness, change management, and ROI measurement. Addressing these non-technical considerations proactively is key to scaling automation effectively.

Helena Strauss·October 17, 2026
Diverse team of professionals collaborating around advanced AI interfaces in a modern enterprise office, highlighting human factors in AI implementation.
AI

How AI Change-Control Principles Work in Enterprise Applications

Despite AI's promise, 63% of organizations cite human factors as their primary challenge in AI implementation, not the underlying technology itself, according to Prosci .

Arjun Mehta·July 17, 2026