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Ivan Oz

As seen in: International Data Corporation (IDC), IDG (International Data Group)
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Articles by Ivan Oz

HR Tech 2025: Evolving Toward a Digitally Augmented Future of Work

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By Zachary Chertok, Abhinav Shrivastava, Ivan Oz
| IDG (International Data Group)
This IDC Market Note highlights the key announcements made at the HR Tech 2025 event that presented a strong exploration of the potential for AI transformation and an agentic future of work. The event simultaneously showcased a spectrum of solutions, services, and visions that unify HR's dual mandate to steward employee growth, engagement, and collaboration while reporting on the business implications of broader workforce performance and outcomes.
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Generative AI Use Case Taxonomy, 2025: The Human Resources Function

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By Abhinav Shrivastava, Zachary Chertok, Ivan Oz
| IDG (International Data Group)
Content 45 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment. Related Links Web Rights Referencing Documents Do you have questions about this document or available subscriptions? Thank you for submitting the form. We will be in touch. Continue browsing Contact Us Please fill out this form and we will get in touch.
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How Organizations Are Approaching Core HR Modernization and How These Conditions Are Shaping the Adoption of Automation and AI in HR

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By Ivan Oz
| IDG (International Data Group)
Content 20 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment. Related Links Web Rights Referencing Documents Abstract This IDC study summarizes the findings of IDC's Human Capital Management Survey, 2025 to describe how organizations are approaching Core HR modernization and how these conditions are affecting the use and planning of automation and AI in HR.
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IDC MarketScape: Worldwide AI-Enabled Workforce Management (WFM) and Compliance 2025 Vendor Assessment

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By Ivan Oz
| IDG (International Data Group)
Content Table of Contents (33 pages) Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment. Related Links Web Rights Referencing Documents Abstract This IDC study provides an assessment of vendors offering workforce management applications designed to help organizations plan, schedule, and manage labor in compliance with regulatory and organizational requirements.
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Market Analysis Perspective: Worldwide Human Capital Management Applications and Agents, 2025

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By Ivan Oz
| IDG (International Data Group)
target audience: TECH SUPPLIER Publication date: Oct 2025 - Document type: Market Analysis Perspective - Doc  Document number: # US53780525 Content 31 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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IDC Market Glance: AI-Ready Workforce, 3Q25

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By Zachary Chertok, Amy Loomis, Holly Muscolino, Ivan Oz, Abhinav Shrivastava, Gina Smith
| International Data Corporation (IDC)
This IDC Market Glance delves into the evolving landscape of future work technologies, focusing on the AI-ready workforce. It highlights key players and outlines the market's segments and structure. Today's talent systems, once defined by the employee life cycle, are now shaped by agentic AI, employee self-service, and embedded learning — expanding what workforce requirements mean and where value is created.
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The Agentic Evolution of HCM Applications

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Sep 2025 - Document type: Market Presentation - Doc  Document number: # EUR253775825 Content 3 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment. Related Links Web Rights Referencing Documents Abstract This IDC Market Presentation shows how the adoption of agentic AI is expected to evolve within HCM applications.
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IDC's Worldwide Future of Work Use Case Taxonomy, 2025

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By Zachary Chertok, Meike Escherich, Maureen Fleming, Deepika Giri, Keith Kmetz, Abhinav Shrivastava, Wayne Kurtzman, Amy Machado, Holly Muscolino, Brian O'Rourke, Ivan Oz, Amy Loomis
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Jun 2025 - Document type: Taxonomy - Doc  Document number: # US52943525 Content Table of Contents (38 pages) Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment. Related Links Web Rights Referencing Documents Abstract This IDC study explores the evolving landscape of work influenced by AI and ongoing digital transformation.
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How Satisfied Are Users of Time and Scheduling Tools by Industry and Company Size?

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Jun 2025 - Document type: IDC Survey Spotlight - Doc  Document number: # EUR253533625 Content 2 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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The Transformative Importance of Talent Intelligence

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By Abhinav Shrivastava, Zachary Chertok, Ivan Oz
| International Data Corporation (IDC)
target audience: TECH BUYER Publication date: Mar 2025 - Document type: IDC Perspective - Doc  Document number: # US53028625 Content Table of Contents (10 pages) Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment. Related Links Web Rights Referencing Documents Abstract This IDC Perspective discusses the transformative importance of talent intelligence.
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Do Priorities for Core HR Improvement Vary by Company Size

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Feb 2025 - Document type: IDC Survey Spotlight - Doc  Document number: # EUR253181525 Content 2 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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HR Leaders' Road Map for 2025: Priorities, Objectives, and AI Expectations

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By Bo Lykkegaard, Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Feb 2025 - Document type: Market Presentation - Doc  Document number: # EUR153133425 Content 18 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment. Related Links Web Rights Referencing Documents Abstract This IDC Market Presentation offers insights from IDC's C-Suite Tech Survey, 2024, which included 86 HR leaders worldwide.
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IT's Role in HR Transformation

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Jan 2025 - Document type: Market Perspective - Doc  Document number: # US52921925 Content Table of Contents (6 pages) Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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Skill Mapping Application Trends Across EMEA

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Oct 2024 - Document type: Market Presentation - Doc  Document number: # EUR252567024 Content 19 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment. Related Links Web Rights Referencing Documents Abstract This IDC Survey analyzes results from IDC's EMEA Enterprise Applications Survey that was carried out in April 2024.
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Help Your Customers Deliver Human-First Experiences in the AI-Everywhere Future of Work

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By Meike Escherich, Leonardo Freitas, Ivan Oz, Gala Spasova, Erica Spinoni
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Oct 2024 - Document type: Conference Proceeding: Tech Supplier - Doc  Document number: # EUR152615924 Content Table of Contents (22 pages) Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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EMEA Trends in Payroll Applications

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Sep 2024 - Document type: Market Presentation - Doc  Document number: # EUR252526124 Content 17 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment. Related Links Web Rights Referencing Documents Do you have questions about this document or available subscriptions? Thank you for submitting the form. We will be in touch.
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European HCM Applications Forecast, 2023-2028

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Aug 2024 - Document type: Market Forecast - Doc  Document number: # EUR150687224 Content Table of Contents (21 pages) Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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European HCM and Payroll Applications Vendor Shares, 2023

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Jun 2024 - Document type: Market Share - Doc  Document number: # EUR150687124 Content Table of Contents (25 pages) Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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EMEA Employees Rate Their HR Experiences: Here Is Where Improvement Is Needed and What It Means for HCM Application Vendors

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: May 2024 - Document type: IDC Survey - Doc  Document number: # EUR252063324 Content 18 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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IDC Market Glance: Employee Experience - Wellbeing in Europe, 2Q24

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By Ivan Oz
| International Data Corporation (IDC)
This IDC Market Glance takes a straightforward look at the wellness industry in Europe, focusing on the physical, mental, and financial wellness of employees. It outlines key market players and offers insights into the market. This report is useful to those looking to grasp the current state of the wellness industry in Europe.
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Remote Vendor Profile: Orchestrating International Workforce Management and Global Compliance

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Mar 2024 - Document type: Vendor Profile - Doc  Document number: # EUR251948324 Content Table of Contents (5 pages) Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment. Related Links Web Rights Referencing Documents Do you have questions about this document or available subscriptions? Thank you for submitting the form.
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Generative AI Functional Use Case Taxonomy: Human Resources

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By Zachary Chertok, Sam Halwani, Amy Loomis, Bo Lykkegaard, Alicia Mokwa, Ivan Oz, Lily Phan
| International Data Corporation (IDC)
When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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European HR Leaders' Roadmap: Priorities, Objectives, and Generative AI Expectations

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Dec 2023 - Document type: Market Presentation - Doc  Document number: # EUR251416423 Content 16 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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Generative AI in Enterprise Applications: Drivers, Challenges, and Potential

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By Charles Aladesuru, Edyta Kosowska, Ivan Oz, ashok patel, Tom Seal
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Dec 2023 - Document type: Market Presentation - Doc  Document number: # EUR151410723 Content 17 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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IDC's Worldwide Digital Transformation Use Case Taxonomy, 2023: Human Capital Management

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By Zachary Chertok, Alicia Mokwa, Sam Halwani, Ivan Oz, Bo Lykkegaard
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Nov 2023 - Document type: Taxonomy - Doc  Document number: # US51220923 Content Table of Contents (51 pages) Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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Building Blocks of a Better Employee Experience

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By Ivan Oz
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Aug 2023 - Document type: Market Presentation - Doc  Document number: # EUR150686123 Content 17 slides Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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European HCM and Payroll Applications Forecast, 2023-2027

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By Ivan Oz, Bo Lykkegaard
| International Data Corporation (IDC)
target audience: TECH SUPPLIER Publication date: Jul 2023 - Document type: Market Forecast - Doc  Document number: # EUR149517123 Content Table of Contents (21 pages) Get More When you purchase this document, the purchase price can be applied to the cost of an annual subscription, giving you access to more research for your investment.
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European HCM and Payroll Applications Market Shares, 2022: Reshaping the HR Department

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By Ivan Oz, Bo Lykkegaard
| International Data Corporation (IDC)
TECH SUPPLIER Jun 2023 - Market Share - Doc # EUR149517223 European HCM and Payroll Applications Market Shares, 2022: Reshaping the HR Department Abstract This IDC Market Share study provides 2022 market sizing and market share per vendor in the Western Europe and Central and Eastern Europe human capital management and payroll management applications market. The study segments the combined market by deployment model (public cloud services and on premises) and major country/subregion.
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Thriving Amid Talent Shortages: Strategies and Technologies

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By Ivan Oz, Bo Lykkegaard
| International Data Corporation (IDC)
TECH SUPPLIER May 2023 - Web Conference Proceeding: Tech Supplier - Doc # EUR250600923 Thriving Amid Talent Shortages: Strategies and Technologies Abstract This IDC Webcast Conference Proceeding explores the challenges organizations in Europe face in attracting and retaining employees amid the prevailing economic uncertainties. The findings are based on the results of two IDC surveys: the European Enterprise Apps and Customer Experience Survey and the European Future of Work Employee Survey.
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The Skills Gap Threatens Technology Adoption - Will There be an Emerging Market for Skills Management Software?

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By Ivan Oz, Martin Sundblad, Leonardo Freitas
| International Data Corporation (IDC)
TECH SUPPLIER Nov 2022 - Market Perspective - Doc # EUR149810722 The Skills Gap Threatens Technology Adoption — Will There be an Emerging Market for Skills Management Software? Abstract This IDC Market Perspective analyzes the emerging market for skills-related software within skills assessment and skills matching.
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Hybrid Working in Europe: A Deep Dive into IDC's Hybrid Working EX Pillar and What European Employees Are Saying About It

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By Bo Lykkegaard, Ivan Oz
| International Data Corporation (IDC)
TECH SUPPLIER Sep 2022 - Market Presentation - Doc # EUR149516522 Hybrid Working in Europe: A Deep Dive into IDC's Hybrid Working EX Pillar and What European Employees Are Saying About It Abstract This IDC Market Presentation examines current employee retention dynamics in Europe based on a large European IDC survey of 2,785 employees from March 2022. The objective of this study to dive deeper into the Hybrid Working pillar of IDC's Seven Pillars of Employee Experience (EX) in Europe.
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European HCM and Payroll Management Applications Market Forecast, 2021-2026

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By Ivan Oz
| International Data Corporation (IDC)
TECH SUPPLIER Jul 2022 - Market Forecast - Doc # EUR249298122 European HCM and Payroll Management Applications Market Forecast, 2021–2026 Abstract This IDC Market Forecast document provides analysis and sizing of the European HCM and payroll management applications market for 2019–2021 and forecasts for 2022–2026.
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Europe Enterprise Resource Management Applications Market Forecast, 2021-2026

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By Ivan Oz
| International Data Corporation (IDC)
Abstract This IDC Market Forecast analyzes and sizes the European ERM applications market for 2019–2021, with a forecast of market development for 2022–2026. The study segments the ERM applications market by functional market (eight markets), deployment model (SaaS and on premises), and country. "The European ERM applications market is recovering from the disruption caused by the COVID-19 pandemic, with 7.9% growth in 2021.
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Employee Experience in Europe: How HCM Tech Vendors Can Help Organizations Improve Retention

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By Ivan Oz, Bo Lykkegaard
| International Data Corporation (IDC)
TECH SUPPLIER Jun 2022 - Web Conference Proceeding: Tech Supplier - Doc # EUR249226322 Employee Experience in Europe: How HCM Tech Vendors Can Help Organizations Improve Retention Abstract This IDC Web Conference highlights the relationship between employee experience and workforce attrition in Europe. How bad is the problem? What are the roots of this disconnect between employers and employees, which is leading to resignations and the loss of valuable talent?
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European ERM Application Vendor Shares, 2021

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By Ivan Oz
| International Data Corporation (IDC)
Abstract This IDC study analyzes and sizes the Western Europe and Central and Eastern Europe (CEE) ERM applications market for the 2019 to 2021 period and provides the respective market shares of each vendor. It segments the ERM applications market by functional market (eight functional markets), deployment model (public cloud services [PCS] and on premises), and country. "The ERM applications market in Europe achieved strong growth in 2021.
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European HCM and Payroll Applications Vendor Shares, 2021

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By Ivan Oz, Bo Lykkegaard
| International Data Corporation (IDC)
TECH SUPPLIER May 2022 - Market Share - Doc # EUR148688022 European HCM and Payroll Applications Vendor Shares, 2021 Abstract This IDC study provides sizing and market shares per vendor of the Western Europe (WE) and Central and Eastern Europe (CEE) HCM and payroll management applications markets for 2019-2021. This is the first report in which IDC examines the two markets combined across Europe.
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By Bo Lykkegaard, Ivan Oz
| International Data Corporation (IDC)
TECH SUPPLIER May 2022 - Market Presentation - Doc # EUR149057622 Employee Experience in Europe: What Are European Employers Saying About their Employee Experience and What can We Learn from It? Abstract This IDC Market Presentation discusses patterns in employee experience (EX) in Europe based on a European IDC survey of 2,785 employees from March 2022.
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IDC Market Glance: European Enterprise Resource Planning, 1Q22

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By Ivan Oz, Bo Lykkegaard
| International Data Corporation (IDC)
Share TECH SUPPLIER Jan 2022 - Market Presentation - Doc # EUR248636422 IDC Market Glance: European Enterprise Resource Planning, 1Q22 By: Ivan OzSenior Research Analyst, European Enterprise Applications, Bo LykkegaardAssociate Vice President for the Software Tracker, Public Cloud Services Tracker, and European Enterprise Applications research On-line Presentation Abstract This IDC Market Glance provides an overview of enterprise resource planning (ERP) software vendors in Europe and...
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European SCM Applications Forecast, 2021-2025: Cloud and Data-Rich Insights Will Continue to Drive Growth in Europe

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By Alexandros Stratis, Ivan Oz
| International Data Corporation (IDC)
Share TECH SUPPLIER Dec 2021 - Market Forecast - Doc # EUR148404421 European SCM Applications Forecast, 2021-2025: Cloud and Data-Rich Insights Will Continue to Drive Growth in Europe By: Alexandros StratisResearch Manager, Ivan OzSenior Research Analyst, European Enterprise Applications Abstract This IDC Market Forecast analyzes and sizes the European supply chain management applications market for 2018–2020 and features a 2021–2025 forecast.
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