Research Summary

Automation initiatives are showing faster payback cycles, particularly in finance, support, and operations workflows.

Analysis

Mature teams moved from isolated RPA pilots to workflow-level orchestration with stronger governance and analytics.

Outlook

The next wave of ROI growth will come from AI-assisted exception handling and predictive routing.

Key Findings

• Median automation payback dropped from 14 months to 9 months
• Back-office process cycle times improved by 31%
• Error rates in repetitive workflows fell by 38%