Video

Autonomous O2C: Beyond Labor Arbitrage

2 min reads
Reviewed by Emagia Autonomous Finance Experts
Updated for finance leaders in 2026

On-Demand Webinar

Redefining the Value Proposition of Global Business Services with AI

For decades, labor arbitrage helped define the Global Business Services/shared services model. But rising labor costs, talent constraints, increasing regulatory complexity and changing expectations from CFOs are challenging the economics that made that model work. The GPS playbook is changing.

speakers

Raghavendra Koteshwar Shankar
Raghavendra Koteshwar Shankar

Senior Director – Presales & Solutioning: Agentic AI | Autonomous Order-to-Cash (O2C)

Mark Harrison
Mark Harrison

Founder & CEO, Calisto Grand

What You’ll Learn

  • Why the traditional labor-arbitrage model is losing its advantage — and what that means for the future of GBS.
  • How Agentic AI differs from traditional RPA and where autonomous execution fits within Order-to-Cash.
  • How Autonomous O2C changes the GBS value equation from cost-per-FTE toward DSO, working capital, touchless rates and customer experience.
  • Why European organizations face distinct challenges, including multilingual operations, GDPR, e-invoicing mandates and changing economics in CEE hubs.
  • How to begin the transition through practical assessment, targeted pilots and measured expansion rather than a disruptive “big bang.”

What Can Autonomous O2C Look Like in Practice?

80–95%
Touchless order processing
10x
Faster order-entry cycles vs. manual processing
50–70%
Reduction in processing costs with improved accuracy
25+
Languages supported natively

Designed for Finance and GBS Leaders Rethinking the Next Stage of Transformation

  • CFOs and senior finance executives
  • GBS and Shared Services leaders
  • Controllers
  • Treasury and Working Capital leaders
  • Order-to-Cash leaders
  • AR, Credit and Collections leaders
  • Finance Transformation and Automation leaders

Emagia + Callisto Grand: Bringing Compliance and Autonomous Finance Together

The combination of global e-invoicing compliance capabilities and AI-native Autonomous Finance creates an opportunity to rethink how organizations manage the Invoice-to-Cash lifecycle.

Rather than treating regulatory compliance as an isolated process, finance teams can connect e-invoicing with broader automation, intelligence, and process optimization initiatives.

Digital World-class O2C Leaders Excel with Emagia












Need Strategic Guidance?

Talk to Our Autonomous O2C Transformation Experts

Discover how AI-powered order-to-cash automation can reduce DSO, accelerate cash flow, and improve finance productivity-tailored to your business.

✓ No obligation consultation
✓ 30-minute expert session
✓ Personalized recommendations
Autonomous O2C Less manual work
Smart Collections AI-driven insights
Enterprise Scale Global finance teams