The Role of Automation in Shared Service Centers

Automation of business processes: SSC deployments have gone through a number of different stages. The first stage dealt with rule-based tasks without the need for judgment, mostly through robotic process automation. Document intelligence and optical character recognition for unstructured inputs were introduced in the second phase. For tasks that previously required human assessment, the current phase introduces model-based processing.

The three domains where AI in shared services is most advanced are query resolution in HR shared services, anomaly detection in finance, and contract analysis in procurement SSCs. 41% of big corporate SSCs have implemented model-based review in at least one process, up from 12% in 2021, according to Gartner’s 2024 Finance and Shared Services Technology Report.

Key impact areas:

• Evolution of automation capability

• • • Phase 1: RPA handling rule-based, repetitive tasks
    • Phase 2: Document intelligence and OCR for unstructured data
    • Phase 3: AI-led model-based processing for judgment-driven tasks

• Where AI is delivering value today

• • • Contract analysis in procurement SSCs
    • Anomaly detection in finance
    • Query resolution in HR shared services

• Adoption is accelerating

• • • 41% of large enterprise SSCs use model-based review
    • Up from 12% in 2021

• Shift in cost impact model

• • • RPA reduces labor hours
    • AI reduces exception volumes and manual intervention

• Exception reduction at scale

• • Typical exception rates: 15% to 22%
  • With AI: reduced to 4% to 7%
  • Direct impact on exception handling headcount

“European adoption data: The 2024 European Finance Automation Survey found that 78% of European multinationals planned to expand automation investment in their SSCs over the following 24 months. The Gartner European SSC Automation Market estimate puts the regional market at €8.2 billion in 2023, with a projected value of €18.5 billion by 2028, representing a compound annual growth rate of 17.7%.”

The world’s largest concentration of shared services and capability center operations is found in the India GCC region. India is the standard delivery destination for finance, HR, procurement, and technology operations for European companies implementing SSC digital transformation programs.
Key metrics:

• $46.4B
  GCC revenue from India, FY2023
• $99–105B
  Projected GCC revenue from India, FY2030
• 1.66M
  Professionals employed in India GCCs, FY2024

Financial and cost advantage:
India-based GCCs outperform on cost per output

• Finance professional cost:
  • $18,000 to $24,000 in India
  • $55,000 to $85,000 in Western Europe

Automation amplifies cost advantage

• Lower base labor cost + automation = lower cost per transaction
• Scales efficiently with volume

Margin performance:

• Higher operating margins in India GCCs
  • 28% to 34% margins in India (cost-plus model)
  • 16% to 20% in European delivery locations
• Reason for margin differential
  • Lower labor cost base
  • Higher automation penetration
  • Greater scale efficiencies

City-level concentration:

• Bengaluru: 34% of total GCC headcount
• Hyderabad: 18%
• Pune: 13%
• Chennai: 12%
• Mumbai: 9%
• The remaining 14% across Gurugram, Noida, Coimbatore, and Ahmedabad

India combines scale, cost advantage, and automation to deliver higher margins than any other GCC location. It remains the primary engine for global SSC transformation programs.

Automation of business processes, software licensing and implementation, process redesign and change management, and continuing maintenance and oversight are the three separate cost components of SSC investments. Businesses that routinely report longer payback periods and lower realized savings in comparison to their business case are those that underestimate the second component.

• Automation investment is driven as much by process redesign as by technology, and underestimating this component directly impacts payback and realized savings.
• Scale improves returns, with larger organizations achieving faster payback due to higher transaction volumes
• Returns are front-loaded, with the highest cost reduction coming from the first two processes automated, typically accounts payable and payroll
• Diminishing returns follow, as later-stage processes are more judgment-intensive, reducing cost savings from 31% in early stages to 14–18% in later stages

According to the 2023 Shared Services Cost Benchmark, the median cost for a shared services center automation project involving five key financial activities was $3.8 million for companies having a yearly transaction volume of 1 million to 5 million, with the payback period being 2.1 years. The median investment for businesses with more than 5 million transactions per year is estimated at $7.4 million, with the payback period being reduced to 1.8 years.

The automation process within shared service centers has provided quantifiable and measurable returns in areas such as finance, payroll, purchasing, and human resources. There is sufficient information regarding the cost per unit, rate of errors, and processing time that makes the business case less dependent on modeling compared to five years ago. For organizations with headquarters in Europe, India is the key destination when implementing these initiatives due to the low labor costs coupled with the highest density of GCC experience. Firms that have successfully automated their second or third processes are beginning to automate model-based exceptions, which use artificial intelligence in shared services for headcount efficiency.