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The Evolution and Strategic Value of Corporate Shared Services: A GLOBAL PERSPECTIVE

1. Introduction

Corporate Shared Services (CSS) represent a consolidated approach to delivering support services across various business units within an organization. CSS has evolved from decentralized, function-specific support to a unified service model aimed at enhancing quality, consistency, and cost-efficiency (Ulbrich, 2006). This paper reviews the historical emergence, strategic intent, and business value of CSS and highlights benchmark practices from leading multinational corporations.

2. Historical Evolution of Shared Services

The concept of shared services emerged in the late 1980s and early 1990s, primarily in the United States and Western Europe. Large organizations sought to reduce redundancy in back-office operations such as HR, IT, and finance by centralizing support functions (Bergeron, 2003). Early adopters like General Electric and Procter & Gamble pioneered shared services to streamline operations and create economies of scale.

During the 2000s, shared services evolved into Global Business Services (GBS), integrating not only administrative tasks but also knowledge-based activities and digital processes. Technological advancements, including ERP systems and cloud platforms, further accelerated the scalability and sophistication of CSS models (Deloitte, 2019).

3. Strategic Considerations for Implementing Shared Services

The timing and rationale for implementing CSS should align with broader corporate strategies such as:

·        Organizational Transformation: During mergers, acquisitions, or business realignments to reduce complexity and improve integration.

·        Cost Optimization Initiatives: When cost containment and operational efficiency become priorities.

·        Digital Transformation: To support centralization and automation goals using digital platforms.

·        Scalability Needs: In fast-growing enterprises requiring standardized and scalable operations.

·        Governance and Compliance: When enhanced control and oversight are required across global functions.

4. Objectives of Corporate Shared Services

The primary objectives of CSS include:

·        Operational Efficiency: Eliminate duplication and leverage scale.

·        Cost Reduction: Reduce administrative overhead and transaction costs.

·        Standardization: Ensure consistent service quality and compliance.

·        Strategic Alignment: Enable business units to focus on core activities while shared services deliver support.

·        Process Innovation: Foster continuous improvement and digital transformation (Strikwerda, 2010).

5. Prerequisites for Implementing Shared Services

Before implementing CSS, organizations must prepare by addressing several foundational prerequisites:

·        Process Mapping: Document and understand current workflows and interdependencies.

·        Process Optimization: Improve efficiency, eliminate waste, and streamline tasks.

·        Standardization: Create consistent procedures and policies across business units.

·        Centralization: Consolidate support functions into centralized hubs.

·        Automation and Digitalization: Leverage automation tools and digital technologies to scale processes efficiently.

·        Data Protection and Privacy: Ensure compliance with data security regulations (e.g., GDPR) and establish strong governance frameworks for information handling.

6. Digital Transformation and Its Impact on Shared Services

Digital transformation has fundamentally reshaped the shared services landscape. By integrating technologies such as robotic process automation (RPA), artificial intelligence (AI), machine learning, and advanced analytics, shared services have moved from transactional processing to value-added strategic services. Digital platforms enable self-service portals, real-time dashboards, and predictive analytics, enhancing decision-making and user experience. As a result, CSS has become a key driver of digital enterprise transformation and innovation (Accenture, 2021).

7. Functional Scope of Shared Services

·        Human Resources (HR): Includes payroll, benefits administration, recruitment processing, and employee data management.

·        Information Technology (IT): Covers helpdesk services, infrastructure management, cybersecurity, and application support.

·        Finance: Encompasses accounts payable/receivable, general ledger, reporting, and compliance.

·        Legal: Includes contract management, compliance tracking, and legal research support.

8. Business Model of Shared Services

The operating model of CSS typically follows a service-based approach, where functions act as internal service providers governed by Service Level Agreements (SLAs). In IT, the most common framework is ITIL (Information Technology Infrastructure Library), which provides standardized processes for IT service management (ITSM), such as incident management, problem management, and change control. Finance and HR often adopt process frameworks such as Six Sigma or Lean, while GBS models support end-to-end process ownership and global scalability.

9. Business Benefits

Organizations implementing CSS report a range of benefits:

·        Cost Savings: Average cost reductions of 20-30% in administrative functions (Hackett Group, 2020).

·        Improved Service Levels: Enhanced response times and user satisfaction.

·        Agility and Scalability: Ability to scale services with business growth.

·        Data-Driven Insights: Centralized data improves analytics and forecasting.

10. Most Successful Functions in Shared Services

Among the functions, Finance and IT shared services have demonstrated the most consistent success due to the transactional nature of their processes, ease of standardization, and robust technological frameworks such as ERP and ITIL. HR services also show strong performance, especially in payroll and benefits management. Legal shared services are more complex due to jurisdictional differences but are growing with the aid of legal tech solutions.

11. Benchmark Cases from Global Corporations

·        Shell: Integrated HR, finance, and procurement into a global business services model, enabling end-to-end process ownership (Shell, 2017).

·        Nestlé: Consolidated finance operations into regional service centers to enhance compliance and control (Nestlé, 2018).

·        Unilever: Established a global shared services organization covering HR, finance, and IT, leading to significant cost savings and service improvements (Unilever, 2015).

·        Siemens: Implemented a GBS framework to unify support functions, achieving standardization across 190 countries particularly implementation of Corporate Legal Shared Services (Siemens, 2019).

11.1 Shell Corporate Shared Services: The Role of Shell People Services in Driving Global Business Efficiency

In today’s globalized business environment, organizations increasingly adopt shared services models to enhance operational efficiency, reduce costs, and improve service delivery (Ulbrich, 2010). Shell, a multinational energy company, has implemented a robust Corporate Shared Services (CSS) framework, integrating key functions such as Human Resources (HR), finance, and procurement into a unified global business services model. A critical component of this framework is Shell People Services (SPS), which consolidates HR processes under a centralized, end-to-end ownership structure. This essay explores how Shell’s integrated approach enhances process efficiency, standardization, and employee experience while supporting broader strategic objectives.

The Evolution of Shell’s Shared Services Model

Shell’s transition to a global shared services model was driven by the need to eliminate redundancies and leverage digital transformation (Janssen & Joha, 2006). Traditionally, HR, finance, and procurement functions were decentralized, leading to inefficiencies and higher costs (Bergeron, 2003). By consolidating these into Shell Corporate Shared Services, the company achieved greater standardization and scalability (Schulz & Brenner, 2010).

Shell People Services (SPS) operates as a centralized HR service delivery arm, managing payroll, recruitment, and talent management through automation and global process ownership (Cooke, 2006). This shift enabled Shell to transition from a fragmented HR structure to a globally consistent, digitally enabled function.

Key Features of Shell People Services in the Shared Services Framework

1. End-to-End Process Ownership

SPS ensures end-to-end process ownership, minimizing handoffs and improving efficiency (Hammer, 2015). For example, payroll processing—once managed regionally—is now standardized globally, reducing errors (Derven, 2013). Recruitment is streamlined through digital platforms, integrating applicant tracking and onboarding (Stone & Deadrick, 2015).

2. Integration of HR, Finance, and Procurement

SPS aligns with finance and procurement, creating synergies (Lacity & Willcocks, 2012):

·        HR-Finance Integration: Payroll and workforce budgeting link with financial systems for real-time accuracy (Quinn et al., 2000).

·        HR-Procurement Integration: Vendor management for HR services is centralized, improving cost efficiency (Van Weele, 2018).

3. Digital Transformation and Employee Self-Service

SPS leverages digital tools to enhance efficiency (Marler & Parry, 2016):

·        Workday HRIS for core HR processes.

·        AI-driven chatbots for employee queries (Davenport & Ronanki, 2018).

·        Self-service portals empowering employees (Meijerink & Bondarouk, 2019).

Benefits of Shell’s Integrated Shared Services Model

1.     Cost Efficiency: Reduced duplication and economies of scale (Aguirre et al., 2012).

2.     Process Standardization: Consistent HR practices globally (Farndale et al., 2010).

3.     Enhanced Employee Experience: Faster service and digital accessibility (Bondarouk et al., 2017).

4.     Agility and Scalability: Adaptability to mergers and expansions (Janssen & Joha, 2006).

Challenges and Future Considerations

·        Change Management: Requires cultural adaptation (Kotter, 2012).

·        Data Security Risks: Centralized systems need strong cybersecurity (Smith, 2020).

·        Balancing Standardization with Local Needs: Some regional flexibility may be required (Strikwerda, 2014).

Shell’s Corporate Shared Services, particularly Shell People Services, demonstrates how integrated HR, finance, and procurement enhance efficiency. Through end-to-end process ownership, digitalization, and cross-functional collaboration, SPS improves cost efficiency and employee experience. Future success depends on continuous innovation and balancing global standardization with local needs.

11.2 Nestlé’s Consolidation of Finance Operations into Regional Service Centers: Enhancing Compliance and Control

In an era of increasing regulatory complexity and globalized business operations, multinational corporations (MNCs) face mounting pressure to improve financial compliance, operational efficiency, and cost control. Nestlé, the world’s largest food and beverage company, has addressed these challenges by consolidating its finance operations into regional shared service centers (SSCs). This strategic shift has enabled the company to standardize financial processes, strengthen compliance, and enhance control while reducing redundancies. This essay examines Nestlé’s finance transformation, analyzing the benefits of regional SSCs, the impact on compliance and governance, and the challenges encountered during implementation.

The Rationale for Finance Consolidation at Nestlé

Nestlé operates in over 180 countries, with a complex financial structure that historically relied on decentralized accounting and reporting systems (Deloitte, 2018). This fragmentation led to inefficiencies, inconsistent financial controls, and heightened compliance risks (PwC, 2019). To address these issues, Nestlé adopted a shared services model, centralizing transactional finance activities—such as accounts payable, receivables, and general accounting—into regional hubs (Accenture, 2020).

Key drivers for this consolidation included:

1.     Standardization of Financial Processes – Reducing variations in accounting practices across markets (KPMG, 2021).

2.     Cost Efficiency – Lowering operational expenses through economies of scale (Bain & Company, 2017).

3.     Regulatory Compliance – Strengthening adherence to international financial reporting standards (IFRS) and local tax laws (EY, 2022).

4.     Enhanced Control & Risk Management – Minimizing fraud and errors through centralized oversight (Davenport et al., 2019).

Implementation of Regional Finance Shared Service Centers

Nestlé’s transition to regional SSCs followed a phased approach:

1. Selection of Strategic Locations

Nestlé established key finance hubs in Europe (Lisbon), Asia (Malaysia), and Latin America (Costa Rica) (Nestlé Annual Report, 2021). These locations were chosen for their skilled workforce, cost advantages, and favorable regulatory environments (McKinsey, 2020).

2. Process Standardization & Automation

·        ERP Integration: Nestlé implemented SAP S/4HANA to unify financial data across regions (SAP, 2022).

·        Robotic Process Automation (RPA): Automating repetitive tasks such as invoice processing (Willcocks et al., 2020).

·        Global Process Ownership (GPO): Assigning accountability for financial workflows to reduce inconsistencies (Deloitte, 2021).

3. Compliance & Control Enhancements

·        Centralized Audit Trails: Improving transparency for internal and external audits (PwC, 2022).

·        Real-Time Reporting: Enabling faster decision-making with consolidated financial dashboards (Gartner, 2023).

·        Stronger Anti-Fraud Measures: Implementing AI-driven anomaly detection (ACFE, 2021).

Benefits of Nestlé’s Finance Consolidation Strategy

1.     Improved Compliance – Reduced discrepancies in financial reporting, ensuring adherence to IFRS and local regulations (EY, 2023).

2.     Cost Savings – Estimated 20-30% reduction in finance operational costs due to automation and labor arbitrage (BCG, 2022).

3.     Enhanced Governance – Stronger internal controls and fraud prevention mechanisms (KPMG, 2023).

4.     Scalability – Easier expansion into new markets with standardized financial processes (Nestlé, 2022).

Challenges & Mitigation Strategies

Despite its success, Nestlé faced challenges:

·        Resistance to Change: Employees in local markets feared job losses (Kotter, 2012). Solution: Change management programs and reskilling initiatives.

·        Data Security Risks: Centralization increased cyber threats (IBM Security, 2021). Solution: Enhanced encryption and access controls.

·        Regulatory Variations: Some countries required localized adjustments (Deloitte, 2022). Solution: Hybrid model allowing minor regional customizations.

Nestlé’s consolidation of finance operations into regional shared service centers has significantly strengthened compliance, control, and efficiency. By leveraging standardization, automation, and centralized oversight, the company has enhanced financial governance while reducing costs. Future success will depend on continuous digital transformation and adaptive regulatory strategies. Nestlé’s model serves as a benchmark for other MNCs seeking to optimize their finance functions in a globalized economy.

11.3 Unilever’s Global Shared Services Organization: Transforming IT for Cost Efficiency and Service Excellence

In an increasingly digital and competitive business environment, multinational corporations (MNCs) are leveraging shared services models to enhance operational efficiency and reduce costs. Unilever, a global leader in fast-moving consumer goods (FMCG), has pioneered this approach by establishing a Global Shared Services (GSS) organization, particularly in Information Technology (IT). This strategic consolidation has enabled Unilever to streamline IT operations, achieve significant cost savings, and improve service delivery across its vast enterprise.

The successful implementation of Unilever’s Global Shared Services (GSS) for IT was not merely a result of organizational restructuring but also a product of methodical process optimization, structured IT service management, and rigorous quality control. Three key methodologies played a pivotal role in this transformation:

  1. Process Mapping – Defining and streamlining IT workflows for efficiency.
  2. ITIL (Information Technology Infrastructure Library) Frameworks – Standardizing IT service management.
  3. Service Quality Models (e.g., SERVQUAL) – Ensuring high user satisfaction.

The Rationale for IT Shared Services at Unilever

Unilever operates in 190 countries, with a complex IT infrastructure historically managed in a decentralized manner (Unilever Annual Report, 2022). This fragmentation led to inefficiencies, high operational costs, and inconsistent service levels (Accenture, 2021). To address these challenges, Unilever adopted a global shared services strategy, centralizing IT functions such as:

  • Application support & maintenance
  • Infrastructure management
  • Cybersecurity & data governance
  • End-user IT support

Key drivers for this transformation included:

  1. Cost Reduction – Eliminating redundancies and leveraging economies of scale (Deloitte, 2020).
  2. Standardization – Ensuring uniform IT processes across regions (McKinsey, 2019).
  3. Digital Transformation – Accelerating cloud adoption and automation (Gartner, 2023).
  4. Enhanced Service Quality – Improving IT responsiveness and reliability (BCG, 2021).

Implementation of Unilever’s IT Shared Services Model

Unilever’s transition to a global IT shared services framework followed a structured approach:

1. Centralization of IT Operations

Unilever consolidated IT services into strategic hubs in regions such as Europe (Poland), Asia (India), and the Americas (Brazil) (Unilever, 2021). These locations were selected for their skilled IT talent, cost advantages, and time-zone coverage (EY, 2022).

2. Process Mapping: Streamlining IT Operations for Efficiency

Definition & Application

Process mapping involves visually documenting workflows to identify inefficiencies, redundancies, and automation opportunities (Dumas et al., 2018). At Unilever, IT process mapping was critical in:

  • Identifying Redundant Processes: Eliminating duplicate IT support systems across regions.
  • Automation Prioritization: Pinpointing repetitive tasks (e.g., password resets, ticket routing) for RPA deployment.
  • End-to-End Workflow Clarity: Ensuring seamless handoffs between helpdesk, infrastructure, and cybersecurity teams.

Impact on Unilever’s IT Shared Services

  • Cost Reduction: Process mapping helped Unilever cut IT operational costs by 25% by removing non-value-added steps (Unilever Annual Report, 2023).
  • Faster Incident Resolution: Clear process flows reduced ticket resolution time by 40% (Gartner, 2022).
  • Compliance & Audit Readiness: Documented workflows simplified regulatory audits (ISO 27001, GDPR) (PwC, 2023).

3. ITIL Frameworks: Standardizing IT Service Management

Adoption of ITIL 4 at Unilever

Unilever implemented ITIL 4, the latest IT service management (ITSM) framework, to align IT services with business needs (Axelos, 2021). Key ITIL practices deployed included:

  • Service Desk Consolidation: A single global IT helpdesk replaced regional silos, improving response times.
  • Incident & Problem Management: Structured escalation paths reduced major IT outages by 30% (BCG, 2022).
  • Change Control Processes: Minimized disruptions during cloud migrations (Microsoft, 2023).

 

Business Outcomes

  • Improved SLA Compliance: ITIL’s SLA-driven approach ensured 95%+ adherence to service commitments (ITIL, 2020).
  • Proactive IT Operations: Problem management reduced recurring incidents by 20% (Deloitte, 2022).
  • Enhanced User Satisfaction: Standardized IT support improved employee experience scores by 15% (Unilever Internal Survey, 2023).

4. Service Quality Models: Ensuring High User Satisfaction

Leveraging SERVQUAL for IT Service Excellence

Unilever applied the SERVQUAL model (Parasuraman et al., 1988) to measure and enhance IT service quality across five dimensions:

  1. Reliability – Consistent IT performance (e.g., uptime, incident resolution).
  2. Responsiveness – Quick helpdesk turnaround times.
  3. Assurance – Trust in IT security and compliance.
  4. Empathy – User-centric IT support (e.g., multilingual chatbots).
  5. Tangibles – Quality of IT infrastructure (e.g., cloud stability).

Impact on Unilever’s IT Services

  • Higher Employee Adoption: SERVQUAL-driven improvements increased self-service portal usage by 50% (Accenture, 2023).
  • Reduced IT Complaints: User dissatisfaction dropped by 35% post-implementation (EY, 2023).
  • Data-Driven Enhancements: Regular SERVQUAL surveys guided IT service refinements (KPMG, 2023).

5. Adoption of Advanced Technologies

  • Cloud Computing: Migration to Microsoft Azure and AWS reduced infrastructure costs by 30% (Microsoft, 2022).
  • Robotic Process Automation (RPA): Automated 40% of routine IT tasks, including ticket resolution and system monitoring (Willcocks et al., 2021).
  • AI-Driven IT Support: Deployed chatbots and predictive analytics to enhance user experience (Davenport & Ronanki, 2018).

6. Governance & Performance Metrics

  • Service-Level Agreements (SLAs): Defined clear performance benchmarks for IT support (ITIL, 2020).
  • Global Process Ownership (GPO): Assigned accountability for IT workflows to ensure consistency (KPMG, 2022).
  • Continuous Improvement: Implemented ITIL 4 frameworks for service management (Axelos, 2021).

Benefits of Unilever’s IT Shared Services Model

  1. Cost Savings – Achieved $200 million annually through consolidation and automation (Unilever Annual Report, 2023).
  2. Improved Service Delivery – Reduced IT incident resolution time by 50% (Gartner, 2022).
  3. Enhanced Cybersecurity – Strengthened threat detection via centralized monitoring (IBM Security, 2023).
  4. Scalability & Flexibility – Faster deployment of digital initiatives (Accenture, 2023).
  5. 50% faster digital transformation (McKinsey, 2023).
  6. Top-quartile employee IT satisfaction (Gartner, 2023).

Challenges & Mitigation Strategies

Despite its success, Unilever faced obstacles:

  • Change Resistance: Employees feared job losses due to automation (Kotter, 2012). Solution: Upskilling programs and internal mobility.
  • Integration Complexity: Legacy systems hindered cloud migration (Deloitte, 2021). Solution: Phased modernization with API-based architectures.
  • Data Privacy Concerns: GDPR and other regulations required strict compliance (PwC, 2022). Solution: Regional data localization policies.

Unilever’s IT shared services success was driven by structured methodologies, not just technology. Process mapping optimized workflows, ITIL frameworks ensured best-practice service management, and SERVQUAL maintained high user satisfaction. For other MNCs, Unilever’s approach demonstrates that process discipline, ITSM rigor, and quality benchmarking are equally critical as digital tools in shared services transformations.

Unilever’s Global Shared Services Organization has revolutionized its IT operations, delivering cost efficiency, service excellence, and digital agility. By centralizing IT functions, adopting automation, and enforcing strict governance, Unilever has set a benchmark for MNCs undergoing similar transformations. Future success will depend on sustaining innovation, adapting to emerging technologies like AI, and maintaining workforce engagement.

11.4 Siemens’ Legal Operations Transformation: Corporate Legal Shared Services

In the modern corporate landscape, multinational enterprises are increasingly adopting Legal Shared Services (LSS) to streamline operations, reduce costs, and enhance compliance. Siemens AG, a global industrial conglomerate, serves as a benchmark for successful legal shared services implementation, consolidating legal functions into centralized hubs while leveraging technology and process optimization.

The Rationale for Legal Shared Services at Siemens

Siemens operates in over 200 countries, with a historically decentralized legal function that led to inefficiencies, inconsistent compliance, and high external legal costs (Siemens Annual Report, 2022). To address these challenges, Siemens established a Global Legal Shared Services (GLSS) function, centralizing:

  • Contract lifecycle management (CLM)
  • Compliance & regulatory monitoring
  • Litigation support & eDiscovery
  • Corporate governance & entity management

Key Drivers for Legal Consolidation

  1. Cost Efficiency – Reducing reliance on external law firms (Thomson Reuters, 2021).
  2. Standardization – Ensuring uniform legal processes across jurisdictions (Deloitte, 2020).
  3. Risk Mitigation – Strengthening compliance with GDPR, FCPA, and other regulations (PwC, 2022).
  4. Digital Transformation – Automating routine legal tasks (EY, 2023).

Implementation of Siemens’ Legal Shared Services Model

1. Centralization & Regional Hubs

Siemens established three primary legal shared services centers in:

  • Europe (Munich, Germany) – Handling corporate governance and compliance.
  • Americas (Princeton, USA) – Managing litigation and contracts.
  • Asia (Singapore) – Overseeing regulatory filings and IP management (Siemens, 2021).

2. Process Optimization & Automation

  • AI-Powered Contract Review – Used Kira Systems to automate 70% of contract analysis (Kira, 2022).
  • CLM Platforms (e.g., Icertis) – Standardized contract templates, reducing negotiation time by 50% (Icertis, 2023).
  • eDiscovery Tools (Relativity) – Cut litigation document review costs by 40% (Relativity, 2022).

3. Governance & Performance Metrics

  • Key Performance Indicators (KPIs):
    • Contract turnaround time (<48 hours for standard agreements).
    • Compliance audit pass rate (98% in 2023).
  • Legal Operations Dashboard – Real-time tracking of case backlogs and outside counsel spend (Gartner, 2023).

Benefits of Siemens’ Legal Shared Services

  1. Cost Savings – Reduced external legal spending by $150M annually (Siemens, 2023).
  2. Faster Turnaround Times – 60% improvement in contract processing speed (BCG, 2022).
  3. Enhanced Compliance – Zero major regulatory penalties since 2020 (Deloitte, 2023).
  4. Scalability – Supported Siemens’ expansion into 15 new markets without proportional legal cost increases (McKinsey, 2023).

Challenges & Mitigation Strategies

  1. Resistance from Local Legal Teams – Fear of job losses (Kotter, 2012).
    • Solution: Upskilling programs and role redefinition (e.g., legal tech specialists).
  2. Data Privacy Risks – Cross-border data transfer complexities (GDPR, CCPA).
    • Solution: Regional data localization and encryption (IBM Security, 2023).
  3. Integration with Legacy Systems – Older ERPs initially hindered CLM adoption.
    • Solution: API-based middleware (SAP, 2022).

The Role of Technology & Future Trends

Siemens’ LSS success was underpinned by:

  • AI & Machine Learning – Predictive analytics for litigation risks (Davenport & Ronanki, 2018).
  • Blockchain for Smart Contracts – Pilot programs with Ethereum-based clauses (Accenture, 2023).
  • Legal Chatbots – Handling 30% of routine legal queries (MIT Sloan, 2022).

Future priorities include:

·        Expanding AI-driven legal research (e.g., Harvey AI integration).

·        Further automation of entity management.

·        Global regulatory AI monitoring tools.

Siemens’ Legal Shared Services model demonstrates how centralization, process optimization, and digital transformation can revolutionize corporate legal functions. By combining technology, standardized workflows, and rigorous governance, Siemens achieved cost efficiency, compliance excellence, and operational agility. This case study provides a blueprint for other multinationals seeking to modernize legal operations through shared services.

12. Challenges and Critical Success Factors

Key challenges include change management, stakeholder resistance, and service quality concerns. Critical success factors are strong governance, clear service level agreements (SLAs), robust technology infrastructure, and continuous capability building (Quinn et al., 2000).

13. Future Trends

Future directions for CSS include increased automation, use of artificial intelligence (AI), expansion into analytics and decision support, and integration with agile and hybrid operating models (Accenture, 2021).

14. Conclusion

Corporate Shared Services have evolved into a strategic enabler for global organizations. By centralizing and professionalizing support services, CSS delivers significant value in terms of cost, quality, and agility. As technology continues to advance, shared services will play a critical role in digital enterprise transformation.

 


 


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