Still in Beta: AI Adoption and Span of Control in Software and Technology Organizations

Published On:
May 29, 2026
Authored By:
APQC
Members-Only Content:

Software and technology organizations are divided on the importance of span optimization, with fewer than half rating it as a high workforce and organizational design priority.

This research examines AI’s influence on span-of-control decisions, current adoption patterns, and the measures organizations use to evaluate success.

Key Takeaways

  • Organizations report mixed readiness to manage span of control consistently across teams and functions
  • AI remains a limited input into span-of-control decisions, with nearly two-thirds reporting little or no influence
  • AI adoption for span optimization remains pre-scale, while team productivity is the dominant measure of success

Click the View Now button to access survey findings on AI adoption, span-of-control management, and workforce priorities in the software and technology industry.