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Oracle ERP Cloud vs Workday – In-Depth Comparison and Guide

Oracle ERP Cloud vs Workday:

  • Oracle ERP Cloud:
    • Comprehensive suite for finance, project management, procurement, and risk management​​.
    • Features robust functionality: financial management, risk management, project management, procurement​​.
    • Suited for complex organizations due to extensive features and capabilities​​.
  • Workday:
    • Specializes in human capital management (HCM) and financial management​​.
    • User-friendly interface; excels in financial management, HCM, planning, and analytics​​.
    • Popular among various business sizes, especially for its HCM features​​.

Brief Overview of Oracle ERP Cloud and Workday

Brief Overview of Oracle ERP Cloud and Workday

Oracle ERP Cloud is a comprehensive suite of cloud applications designed to manage business functions such as finance, project management, procurement, risk management, and other core day-to-day corporate activities.

Leveraging the power of the cloud, Oracle ERP Cloud offers scalability, flexibility, and cost-effectiveness, making it a popular choice among businesses of all sizes.

On the other hand, Workday is a cloud-based software vendor specializing in human capital management (HCM) and financial management applications.

Workday’s suite of applications is designed to help businesses with financial and human resources management, offering a unified, highly configurable solution.

Side-by-Side Comparison of Both Platforms

Side-by-Side Comparison of Both Platforms

Strengths and Specializations

Key strengths of Oracle ERP Cloud:

  • Extensive risk management features: Oracle ERP Cloud excels in providing comprehensive risk management tools, helping businesses mitigate potential threats and ensure compliance.
  • Advanced project management capabilities: Oracle ERP Cloud offers robust project management functionalities, enabling organizations to plan, execute, and monitor projects efficiently.
  • Scalability and integration: It is suitable for large, complex organizations because it can scale and integrate with other Oracle products and third-party applications.

Key strengths of Workday:

  • Human Capital Management (HCM): Workday is renowned for its strong HCM capabilities, offering a user-friendly and comprehensive solution for managing the employee lifecycle.
  • Financial management: Workday excels in financial management, providing powerful tools for financial planning, budgeting, and analysis.
  • User experience: Workday is praised for its intuitive and easy-to-use interface, which enhances user adoption and satisfaction.

Areas of specialization for each platform:

  • Oracle ERP Cloud specializes in risk management and project management, making it a preferred choice for organizations with complex operational needs and high compliance requirements.
  • Workday focuses on HCM and financial management, making it ideal for organizations prioritizing employee management and financial planning.

Feature Comparison

Core functionalities of Oracle ERP Cloud:

  • Risk Management: Tools for identifying, assessing, and mitigating organizational risks.
  • Project Management: Capabilities for planning, tracking, and managing projects.
  • Financial Management: Comprehensive financial planning, budgeting, and reporting features.
  • Supply Chain Management: End-to-end supply chain solutions, including procurement, inventory management, and logistics.
  • Human Capital Management: Integrated HCM suite for managing the employee lifecycle.

Core functionalities of Workday:

  • Human Capital Management: Extensive HCM features, including recruitment, onboarding, payroll, performance management, and learning.
  • Financial Management: Tools for financial planning, budgeting, accounting, and analytics.
  • Workforce Planning: Capabilities for workforce planning and analytics to optimize employee allocation.
  • Talent Management: Comprehensive solutions for career development and succession planning.

Unique features and capabilities of each platform:

  • Oracle ERP Cloud: Advanced analytics and reporting, robust integration with other Oracle products, and a strong focus on compliance and governance.
  • Workday: User-friendly interface, real-time data access, and highly configurable workflows tailored to specific business processes.

By understanding these core functionalities and unique features, businesses can better evaluate which platform aligns with their needs and operational goals.

Detailed Analysis of Key Features

Detailed Analysis of Key Features workday

Human Capital Management (HCM)

Importance of HCM in ERP systems:

  • Human Capital Management (HCM) is essential for managing employee lifecycle processes, from recruitment and onboarding to payroll, performance management, and offboarding.
  • Effective HCM solutions help organizations optimize workforce productivity, enhance employee engagement, and ensure compliance with labor laws.

Comparison of Oracle HCM Cloud and Workday HCM:

  • Oracle HCM Cloud:
    • Provides a comprehensive set of HCM modules, including HR, talent management, workforce management, and payroll.
    • Offers robust analytics and reporting tools to gain insights into workforce trends and performance.
    • Integrated with other Oracle ERP modules, facilitating seamless data flow and collaboration across departments.
  • Workday HCM:
    • Known for its user-friendly and intuitive interface, making it easy for employees and HR professionals to navigate.
    • It features a unified architecture integrating HR, talent management, payroll, and workforce planning into a single system.
    • Highly configurable and adaptable to the unique needs of various organizations.

Use cases and examples:

  • Oracle HCM Cloud:
    • Used by large enterprises with complex HR needs, such as global payroll processing and compliance management.
    • Example: A multinational corporation uses Oracle HCM Cloud to manage its diverse workforce across multiple countries and ensure compliance with local labor laws and regulations.
  • Workday HCM:
    • Favored by medium to large-sized businesses that prioritize user experience and flexibility.
    • Example: A technology company leveraging Workday HCM to streamline recruitment and onboarding processes, improving time-to-hire and enhancing candidate experience.

Financial Management

Financial management features in Oracle ERP Cloud:

  • Comprehensive financial planning, budgeting, and forecasting tools.
  • Advanced analytics and reporting capabilities for real-time financial insights.
  • Integration with other Oracle ERP modules for seamless financial data management.

Financial management features in Workday:

  • Real-time financial data access and analytics for informed decision-making.
  • User-friendly budgeting, planning, and forecasting tools.
  • A unified financial management system that integrates with Workday HCM for holistic financial and workforce planning.

Benefits and limitations of each platform’s financial management capabilities:

  • Oracle ERP Cloud:
    • Benefits: Extensive financial management features, robust analytics, and strong integration with other ERP modules.
    • Limitations: It may require more time to implement and configure due to its extensive capabilities.
  • Workday:
    • Benefits: Intuitive interface, real-time data access, and seamless integration with HCM.
    • Limitations: It may not offer the same level of depth and customization in financial management as Oracle ERP Cloud.

Project Management and Risk Management

Overview of project management features in Oracle ERP Cloud:

  • Comprehensive project planning, execution, and monitoring tools.
  • Integration with financial and resource management modules for accurate project costing and allocation.
  • Real-time project analytics and reporting to track progress and performance.

Overview of risk management features in Oracle ERP Cloud:

  • Tools for identifying, assessing, and mitigating risks across the organization.
  • Automated risk management workflows and compliance monitoring.
  • Advanced analytics for risk assessment and reporting.

Workday’s capabilities in project and risk management:

  • Workday offers project management features within its broader HCM and financial management modules.
  • Project planning and resource allocation tools, integrated with workforce and financial data.
  • Limited specialized risk management features compared to Oracle ERP Cloud.

Comparative analysis:

  • Oracle ERP Cloud provides more comprehensive and specialized project and risk management tools, making it suitable for organizations with complex project requirements and high compliance needs.
  • Workday offers integrated project management capabilities within its unified platform, making it a good choice for organizations prioritizing ease of use and integration with HCM and financial management.

User Experience and Interface

User interface and ease of use for Oracle ERP Cloud:

  • Oracle ERP Cloud offers a modern, user-friendly interface with customizable dashboards and navigation.
  • Provides comprehensive training and support resources to help users get the most out of the platform.

User interface and ease of use for Workday:

  • Workday is renowned for its intuitive, user-friendly interface, which makes it easy for users to navigate and perform tasks.
  • Offers a consistent and streamlined user experience across all modules, enhancing user satisfaction and adoption.

User feedback and satisfaction ratings:

  • Oracle ERP Cloud:
    • Users appreciate the platform’s robust functionality and integration capabilities but note that it may have a steeper learning curve.
    • Rated highly for its comprehensive features and flexibility.
  • Workday:
    • Users praise Workday’s ease of use, intuitive design, and seamless module integration.
    • Generally receives high satisfaction ratings for user experience and customer support.

By analyzing these key features and comparing their strengths and limitations, businesses can make informed decisions about which to choose between Oracle ERP Cloud and Workday based on their needs and priorities.

Market Position and Adoption

Market Position and Adoption workday and oracle

Adoption Trends

Adoption trends for Oracle ERP Cloud:

  • Oracle ERP Cloud has seen increasing adoption among large enterprises seeking robust, scalable ERP solutions.
  • Adoption has grown in manufacturing, financial services, and healthcare sectors, where comprehensive risk and project management features are critical.
  • Gradual increase in mid-sized enterprises adopting Oracle ERP Cloud due to its extensive feature set and strong integration capabilities.

Adoption trends for Workday:

  • Workday is widely adopted by medium to large-sized organizations, particularly in industries with strong HR and financial management needs, such as technology, education, and professional services.
  • Rapid adoption in organizations that prioritize user experience and ease of use.
  • Growing popularity among businesses looking for unified HCM and financial management solutions.

Industry sectors where each platform is prevalent:

  • Oracle ERP Cloud:
    • Prevalent in manufacturing, financial services, healthcare, and government sectors.
    • Preferred by organizations with complex project management and compliance requirements.
  • Workday:
    • Prevalent in technology, education, professional services, and retail sectors.
    • Favored by organizations focusing on user-friendly HR and financial management.

Customer Case Studies

Case studies of organizations using Oracle ERP Cloud:

  • Case Study 1:
    • A large healthcare provider implemented Oracle ERP Cloud to streamline financial and supply chain management, improving financial visibility and operational efficiency.
    • Benefits: Enhanced risk management, better project tracking, and compliance with healthcare regulations.
  • Case Study 2:
    • A multinational manufacturing company adopted Oracle ERP Cloud for integrated project management and financial planning, leading to more accurate project costing and resource allocation.
    • Benefits: Increased project efficiency, reduced costs, and improved financial forecasting.

Case studies of organizations using Workday:

  • Case Study 1:
    • A leading technology firm deployed Workday HCM and Financial Management to unify HR and financial processes, enhancing workforce planning and financial reporting.
    • Benefits: Streamlined recruitment, improved employee engagement, and real-time financial insights.
  • Case Study 2:
    • A prominent educational institution implemented Workday to modernize its HR and payroll systems, resulting in a more intuitive user experience and efficient payroll processing.
    • Benefits: Reduced administrative overhead, improved data accuracy, and enhanced compliance with labor laws.

Lessons learned and benefits realized:

  • Both platforms significantly improve operational efficiency, data accuracy, and compliance.
  • Successful implementation requires careful planning, stakeholder engagement, and ongoing support and training.

Cost and Value Analysis

Pricing Models

The pricing structure of Oracle ERP Cloud:

  • A subscription-based pricing model with modules priced separately based on usage and feature requirements.
  • Costs vary depending on the number of users, modules selected, and deployment scale.
  • Discounts may be available for long-term commitments and larger implementations.

The pricing structure of Workday:

  • The subscription-based pricing model is typically bundled by functional areas such as HCM, financial management, and payroll.
  • Pricing is based on the number of employees, modules used, and overall system configuration.
  • Custom pricing models may be available for specific industry needs and large-scale deployments.

Comparative cost analysis:

  • Oracle ERP Cloud:
    • Higher initial costs due to extensive features and customization capabilities.
    • Long-term costs may decrease with optimization and efficient use of licenses.
  • Workday:
    • Competitive pricing, particularly attractive for organizations prioritizing ease of use and integration.
    • Total costs may vary based on the level of customization and additional services required.

Total Cost of Ownership (TCO)

Factors affecting TCO for Oracle ERP Cloud:

  • Initial implementation and customization costs.
  • Ongoing subscription fees and support costs.
  • Training and change management expenses.
  • Potential savings from optimization and efficient license management.

Factors affecting TCO for Workday:

  • Implementation and integration costs.
  • Subscription fees are based on modules and employee count.
  • Continuous support and upgrade costs.
  • Potential savings from unified system architecture and user-friendly design.

Long-term value proposition:

  • Oracle ERP Cloud:
    • Offers long-term value through comprehensive features, scalability, and robust risk management capabilities.
    • Suitable for organizations with complex requirements and growth plans.
  • Workday:
    • Delivers long-term value with an intuitive interface, ease of use, and strong HR and financial management integration.
    • Ideal for organizations seeking a unified, user-friendly solution.

Return on Investment (ROI)

ROI considerations for Oracle ERP Cloud:

  • High ROI potential through improved operational efficiency, enhanced compliance, and better financial visibility.
  • ROI depends on effective implementation, optimization, and alignment with business goals.

ROI considerations for Workday:

  • High ROI potential through streamlined HR processes, reduced administrative costs, and real-time data access.
  • ROI is influenced by user adoption, integration with existing systems, and overall system configuration.

Examples of ROI achieved by organizations:

  • Oracle ERP Cloud:
    • A financial services firm achieved a 20% reduction in operational costs by optimizing financial and project management processes.
    • A manufacturing company improved project completion rates by 15%, increasing revenue and customer satisfaction.
  • Workday:
    • A tech company reduced recruitment time by 30%, enhancing its ability to attract top talent and improve workforce productivity.
    • An educational institution lowered payroll processing costs by 25%, freeing up resources for strategic initiatives and improving employee satisfaction.

By examining these detailed sections, businesses can make well-informed decisions about which Oracle ERP Cloud and Workday to choose based on their unique requirements and goals.

Integration and Scalability

workday and oracle Integration and Scalability

Integration Capabilities

Integration features of Oracle ERP Cloud:

  • Oracle ERP Cloud offers robust integration capabilities through Oracle Integration Cloud.
  • Supports seamless integration with other Oracle applications, such as Oracle HCM Cloud and Oracle SCM Cloud.
  • Utilizes REST APIs, SOAP web services, and pre-built connectors for integration with third-party applications.
  • Features Oracle SOA Suite for complex integration scenarios.

Integration features of Workday:

  • Workday offers comprehensive integration features via Workday Cloud Connect and Workday Studio.
  • Provides pre-built connectors for popular applications such as Salesforce, SAP, and ServiceNow.
  • Custom integrations are made using REST APIs, Workday Web Services (WWS), and Enterprise Interface Builder (EIB).
  • Supports real-time data exchange and bidirectional data flows.

Compatibility with other systems and applications:

  • Oracle ERP Cloud: High compatibility with other Oracle products and third-party applications through various integration tools and services.
  • Workday: Strong compatibility with HR and finance-related applications, making it ideal for organizations using diverse systems.

Scalability and Flexibility

Scalability features of Oracle ERP Cloud:

  • Designed to support large enterprises with complex, global operations.
  • Can scale vertically and horizontally to accommodate growing data volumes and user bases.
  • Offers flexible deployment options, including public, private, and hybrid cloud environments.
  • Capable of handling extensive customization and configuration to meet specific business needs.

Scalability features of Workday:

  • Built to support organizations of various sizes, from mid-sized businesses to large enterprises.
  • Scalability is achieved through a multi-tenant cloud architecture, ensuring efficient resource allocation.
  • Facilitates scaling up and down based on organizational requirements.
  • Provides continuous updates and enhancements without disrupting existing operations.

Flexibility to adapt to organizational changes:

  • Oracle ERP Cloud: Highly flexible to adapt to changes in business processes, organizational structure, and regulatory requirements. Supports extensive customization to align with unique business needs.
  • Workday: Flexible in integrating new business units, processes, and regulatory requirements. Offers configurable business processes and an intuitive user interface for easy adjustments.

Security and Compliance

Security Features

Security measures in Oracle ERP Cloud:

  • Oracle ERP Cloud employs advanced security measures, including encryption, identity and access management (IAM), and multi-factor authentication (MFA).
  • Provides continuous monitoring, threat detection, and automated response capabilities.
  • Features data masking, redaction, and auditing tools to protect sensitive information.
  • Regular security assessments and compliance audits to ensure a robust security posture.

Security measures in Workday:

  • Workday prioritizes security with rest and transit encryption, role-based access controls (RBAC), and single sign-on (SSO).
  • Implements continuous monitoring, intrusion detection, and regular vulnerability assessments.
  • Provides robust identity management and data protection features.
  • Complies with stringent security standards and undergoes regular third-party audits.

Comparative analysis of security features:

  • Oracle ERP Cloud: Strong focus on enterprise-grade security, suitable for organizations with extensive security requirements and regulatory obligations.
  • Workday: Emphasizes user-centric security measures, offering high protection and ease of use for HR and financial management processes.

Compliance and Regulatory Support

Compliance support in Oracle ERP Cloud:

  • Oracle ERP Cloud provides comprehensive compliance support, including built-in controls and audit trails.
  • Supports compliance with industry standards such as GDPR, HIPAA, and SOX.
  • Features compliance reporting and analytics to ensure adherence to regulatory requirements.

Compliance support in Workday:

  • Workday offers robust compliance features, including automated compliance checks and audit capabilities.
  • Ensures adherence to global standards such as GDPR, ISO 27001, and SOC 2.
  • Provides configurable compliance frameworks to meet specific regulatory requirements.

Industry standards and regulations:

  • Oracle ERP Cloud: Extensive support for various industry standards, making it suitable for highly regulated sectors such as healthcare, finance, and government.
  • Workday: Strong HR and financial management compliance support, ideal for industries with strict data protection and reporting requirements.

Organizations can make well-informed decisions that align with their unique business needs and regulatory obligations by understanding the integration, scalability, security, and compliance features of Oracle ERP Cloud and Workday.

Support and Training

Customer Support

Support options for Oracle ERP Cloud users:

  • Oracle ERP Cloud offers various support options, including 24/7 customer support, online resources, and a dedicated account manager for enterprise clients.
  • Support services include technical assistance, troubleshooting, and access to Oracle’s extensive knowledge base and community forums.
  • Oracle Premier Support and Advanced Customer Support (ACS) provide enhanced support and proactive monitoring.

Support options for Workday users:

  • Workday provides multiple support channels, including 24/7 technical support, customer communities, and online resources.
  • Customers can access Workday’s Global Support Center for real-time assistance and support tickets.
  • Workday offers dedicated account and customer success managers to help with ongoing support and optimization.

Customer satisfaction with support services:

  • Oracle ERP Cloud: Generally positive feedback on support responsiveness and expertise, though some users may experience variability in service quality.
  • Workday: High satisfaction rates, with users appreciating the prompt and knowledgeable support provided by the Workday team.

Training and Onboarding

Training programs offered by Oracle ERP Cloud:

  • Oracle University provides comprehensive training programs, including online courses, instructor-led training, and certifications.
  • Training covers various aspects of Oracle ERP Cloud, including implementation, administration, and end-user training.
  • Oracle also offers custom training solutions tailored to specific organizational needs.

Training programs offered by Workday:

  • Workday Learning Center offers a range of training options, including self-paced online courses, virtual instructor-led training, and in-person workshops.
  • Training programs cover all aspects of Workday, from basic navigation to advanced configuration and management.
  • Workday also provides customized training programs to meet specific organizational requirements.

Effectiveness of training and onboarding processes:

  • Oracle ERP Cloud: Effective training programs that help users quickly get up to speed, with positive feedback on the depth and breadth of content.
  • Workday: Highly rated for its intuitive and user-friendly training materials, which help ensure a smooth onboarding process and quick user adoption.

Recommendations for Choosing Between Oracle ERP Cloud and Workday

Recommendations for Choosing Between Oracle ERP Cloud and Workday

Assessing Business Needs

Identifying specific business requirements:

  • Conduct a thorough analysis of your organization’s needs, including core business processes, user requirements, and compliance needs.
  • Identify critical functionalities and features that are essential for your business operations.

Aligning ERP features with business goals:

  • Ensure that the ERP solution aligns with your strategic business goals and can support your long-term vision.
  • Evaluate how each platform’s strengths and specializations match your organizational objectives.

Evaluating User Experience

Importance of user experience in ERP adoption:

  • User experience plays a significant role in successfully adopting and utilizing an ERP system.
  • A user-friendly interface can enhance productivity, reduce training time, and improve user satisfaction.

Comparing user satisfaction and feedback:

  • Collect feedback from current users of both Oracle ERP Cloud and Workday to understand their experiences.
  • Consider factors such as ease of use, intuitiveness, and overall satisfaction with the platform.

Considering Integration and Scalability

Need for integration with existing systems:

  • Evaluate the integration capabilities of each platform to ensure seamless connectivity with your existing systems and applications.
  • Consider the ease of integrating with third-party tools and services.

Future scalability considerations:

  • Assess the scalability of each platform to accommodate future growth and changes in business requirements.
  • Ensure the ERP solution handles increased data volumes, user counts, and expanded functionalities.

Analyzing Cost and ROI

Budget considerations:

  • Compare the pricing models of Oracle ERP Cloud and Workday, considering upfront and ongoing costs.
  • Factor in additional costs for training, support, and potential customizations.

Expected ROI from each platform:

  • Evaluate each platform’s potential return on investment (ROI) based on your business’s specific use cases and goals.
  • Consider long-term value, cost savings, and efficiency gains from each ERP solution.

Seeking Expert Advice

Consulting ERP experts:

  • Engage with ERP consultants or industry experts to gain insights and recommendations tailored to your organization’s needs.
  • Consider conducting workshops or consultations to evaluate both platforms in depth.

Conducting thorough research, demos, and trials:

  • Perform comprehensive research, including reading reviews, case studies, and analyst reports.
  • Schedule product demos and request trial access to test each platform’s functionalities and user experience in a real-world scenario.

Following these recommendations and thoroughly evaluating your organization’s needs, you can decide between Oracle ERP Cloud and Workday, ensuring that the chosen platform aligns with your business goals and delivers the desired outcomes.

FAQs

What are Oracle ERP Cloud’s primary strengths? Oracle ERP Cloud excels in risk management, project management, and extensive financial capabilities, making it suitable for complex organizations.

What are the primary strengths of Workday? Workday shines in human capital management (HCM) and financial management, offering a user-friendly interface and strong HCM features.

Which industries commonly use Oracle ERP Cloud? Oracle ERP Cloud is often used in industries requiring extensive financial and risk management capabilities, such as finance, healthcare, and large enterprises.

Which industries commonly use Workday? Workday is popular in industries with significant human capital management needs, such as education, healthcare, and mid-sized to large enterprises.

What are Oracle ERP Cloud’s core functionalities? Oracle ERP Cloud offers financial management, project management, procurement, risk management, and compliance functionalities.

What are Workday’s core functionalities? Workday provides functionalities such as human capital management, financial management, payroll, talent management, and workforce planning.

How does Oracle ERP Cloud handle HCM? Oracle HCM Cloud offers a complete set of modules for managing the workforce, including HR, talent management, workforce management, and payroll, suitable for large and complex organizations.

How does Workday handle HCM? Workday HCM provides HR, talent management, payroll, and workforce planning solutions with a user-friendly interface and highly configurable features, which have been praised for their ease of use.

What are Oracle ERP Cloud’s financial management features? Oracle ERP Cloud offers robust financial management features, including a general ledger, accounts payable and receivable, asset management, and comprehensive reporting and analytics.

What are Workday’s financial management features? Workday’s financial management includes accounting, procurement, financial planning, and analytics, focusing on ease of use and real-time financial insights.

How do Oracle ERP Cloud and Workday compare in user experience? Oracle ERP Cloud offers a robust but complex interface suitable for detailed financial and project management tasks. Workday is known for its intuitive and user-friendly interface, making navigating easier.

What are the pricing models for Oracle ERP Cloud and Workday? Oracle ERP Cloud and Workday offer subscription-based pricing, with costs varying based on the number of users and modules required. Detailed pricing requires direct consultation with the vendors.

How do Oracle ERP Cloud and Workday handle integration? Both platforms offer robust integration capabilities with other systems and applications, but specifics can vary. Oracle ERP Cloud often integrates well with other Oracle products, while Workday offers seamless integration with various third-party tools.

What security measures do Oracle ERP Cloud and Workday provide? Oracle ERP Cloud and Workday implement strong security measures, including data encryption, access controls, and compliance with industry standards and regulations. Each platform provides regular updates and security patches to ensure data protection.

Expert Services

Explore our Oracle ERP Cloud Consulting Services, offering support for your financial system needs:

Strategic Planning: Craft your business vision and Oracle ERP Cloud strategy in a plan that guides your enterprise.

Customization and Design: Configure your Oracle ERP Cloud environment to fit your company’s unique requirements.

Testing & Training: Conduct precise system tests and provide comprehensive user training.

Implementation: Utilize our expertise for a straightforward Oracle ERP Cloud implementation.

Support: Access ongoing help once your Oracle ERP Cloud system is operational.

Contact our Consulting team

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Author
  • Fredrik Filipsson brings two decades of Oracle license management experience, including a nine-year tenure at Oracle and 11 years in Oracle license consulting. His expertise extends across leading IT corporations like IBM, enriching his profile with a broad spectrum of software and cloud projects. Filipsson's proficiency encompasses IBM, SAP, Microsoft, and Salesforce platforms, alongside significant involvement in Microsoft Copilot and AI initiatives, improving organizational efficiency.

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