Data & Analytics Team

Avis Hong

Associate Research Director

Wendy Zhang

Research Analyst

Anmol Bajaj

Research Analyst

Geoffrey Wilbur

Research Manager, Imaging, Printing and Document Solutions

Nigel Wallis

Research VP, Americas Industry Insights

Roberto Membrila

Program Manager, CI&A, Latin America

Vinay Gupta

Research Director

Andrea Siviero

Senior Research Director, MacroTech, Digital Business, and Future of Work

Angela Vacca

Senior Research Manager, Data and Analytics, Europe

Carla La Croce

Research Manager, Data and Analytics, Europe

David Lantsman

Senior Manager, Data & Analytics

Eileen Smith

Group Vice President, Data & Analytics

Jessica Goepfert

Group Vice President, Data & Analytics

Marcus Torchia

Research Vice President, Data & Analytics

Deepika Giri

Associate Vice President

Monika Kumar

Group Vice President & General Manager, IDC Data & Analytics

Pavel Roland

Research Director, Storage, Systems & Infrastructure Solutions, CEMA

Serena Da Rold

Associate Research Director, IDC Data & Analytics

Stephen Minton

Program Vice President, Data & Analytics

Thomas Meyer

General Manager and Group Vice President, IDC EMEA

Roman Maceska

Group Vice President, Data Management Strategy

Ivana Slaharova

Senior Research Manager, Data and Analytics, Europe

Takashi Manabe

Senior Research Director, Software/Service Solutions, Data & Analytics, IDC Japan

Ondrej Mosna

Research Analyst

Stacey Soohoo

Research Manager

Xueqing Zhang

Senior Market Analyst

Stefano Perini

Research Manager, Data and Analytics, Europe

Karen Massey

Research Director, Data & Analytics

Giorgio Nebuloni

Vice President, Research, Software Pricing Strategies, EMEA Region

Jebin George

Senior Research Manager, Software, Cloud, and Industry Transformation, IDC MEA

Eman Elshewy

Research Manager, Customer Insights and Analysis (META), IDC

Philip Wirth

Research Manager, Customer Insights & Analysis

Andrea Minonne

Research Manager, Data and Analytics

Hana Chmelova

Senior Research Analyst, Retail Insights & Customer Insights and Analysis, Central and Eastern Europe

Lubomir Dimitrov

Research Manager, Data and Analytics, Europe

Neli Vacheva

Research Manager, Data and Analytics, Europe

Giulia Carosella

Senior Research Manager

Eric A. Prothero

Senior Vice President, Data & Analytics

Ryan Caskey

Research Manager, BuyerView Operations, Worldwide Infrastructure Research

Nicholas Guo

Senior Research Manager

New Research


  • By: 

    • Jessica Goepfert Loading
    • Mariana Fang Loading
    • Carla La Croce Loading
    • Kritika Ghildiyal Loading
    • Takashi Manabe Loading
    • Jing Qian
    • Eman Elshewy Loading
    • Roberto Membrila Loading
    This IDC study provides a detailed description of IDC's Worldwide Big Data and Analytics (BDA) Spending Guide methodology and taxonomy. It should be used as a companion piece for IDC's Worldwide BDA Spending Guide and all of IDC's worldwide...
  • By: 

    • Swapnil Shende Loading
    • Manoj Vallikkat Loading
    • Deepika Giri Loading
    • Ravikant Sharma Loading
    • Karthik Umachigi
    • Vinayaka Venkatesh Loading
    The IDC Perspective highlights the transformative impact of AI and generative AI (GenAI) applications across government, education, and healthcare sectors in the Asia/Pacific (excluding Japan and China) (APEJC) region, emphasizing the regio...
  • By: 

    • Swapnil Shende Loading
    • Deepika Giri Loading
    • Akshay Arun Gulhane
    This IDC study presents a five-year forecast for the BDA software market from 2022 to2027. It represents IDC's inaugural forecast for this market and uses 2022 as the baseline year."In the ever-evolving landscape of data-driven innovation, ...
  • By: 

    • Karthik Umachigi
    • Deepika Giri Loading
    • Swapnil Shende Loading
    This IDC Perspective explores the development of multimodal capabilities through vector databases in generative AI (GenAI). It delves into constructing a GenAI ecosystem, ranging from establishing the data layer to highlighting the signific...
  • By:  Karen Massey Loading

    This IDC study provides a detailed description of IDC Retail Insights' taxonomy and is intended to be a companion document to the IDC Worldwide Retail Industry Spending Guide. This structure provides the foundation for research and retail t...
  • By: 

    • Deepika Giri Loading
    • Swapnil Shende Loading
    • Karthik Umachigi
    This IDC Presentation includes insights from the perspectives of C-suite leaders regarding technology investments, its impacts, strategy execution, and challenges. Asia/Pacific organizations are driving digital initiatives through various t...
  • By: 

    • Stewart Bond Loading
    • Archana Venkatraman Loading
    • David Wallace
    • Jebin George Loading
    • Ashish Nadkarni Loading
    This IDC PlanScape discusses the importance of data governance in the context of generative AI (GenAI). It highlights the need for a disciplined approach to leverage GenAI in organizations, addressing concerns about data control, infrastruc...
  • By: 

    • Ananda Chakravarty Loading
    • Deepika Giri Loading
    • Kathy Lange Loading
    • Nimita Limaye Loading
    • Reid Paquin Loading
    This IDC PlanScape provides business and technology leaders with the latest information on the rapidly evolving generative AI foundation model and artificial intelligence platform technologies. The content describes the importance of these ...
  • By: 

    • Tim Greene Loading
    • Geoffrey Wilbur Loading
    This IDC Market Note looks at the new print management software solutions that Konica Minolta recently added to expand its Dispatcher document solutions portfolio. Konica Minolta continues to expand its document software solutions toward th...
  • By: 

    • Erica Spinoni Loading
    • Andrea Siviero Loading
    This IDC Perspective discusses the importance of digital accessibility in European organizations, emphasizing its relevance in the future of work. It highlights the need for inclusive design in technology, services, and workplaces to accomm...

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