Home/Handbook/Before-vs-after-ai
ENTERPRISE SCALE

Before AI vs After AI

The before/after comparison at enterprise scale:

Traditional workforce model

  • 15,000 employees
  • Processing time: 8–12 hours per workflow
  • Monthly cost: $12M+
  • Efficiency rate: 65%
  • Manual processing, limited scalability

AI workforce platform

  • 2,000 active AI agents
  • Processing time: 45 minutes per workflow
  • Monthly cost: $1.2M
  • Efficiency rate: 97%
  • 24/7 operations, infinite scale

The headline deltas: 90% cost reduction, 1,200% speed improvement, 97% accuracy rate.