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4,160 results found (displaying 1-100)

IDC Research Types


Analyst

Analyst Profile

Provides complete background information on an IDC analyst. Each profile provides a biography, a notable quotation, a frequently asked question relevant to the particular analyst's focus, and a list of research authored by that analyst.


Team Profile

Lists the analyst members of a topical team. Outlines general areas of coverage and any specialties.

Briefs

Flash

Provides rapid IDC insight and analysis about a significant industry event or conference, merger or acquisition, product announcement, or other fast-breaking news affecting the IT market.


Forecast Update

Provides a short, quick look at an updated forecast and the changed assumptions behind the update. It updates a market forecast published in the same calendar year, identifies changed and key forecast assumptions, and highlights actions for participants to consider in light of the changes.


IDC Insight

Provides coverage and analysis of an industry event, new product or service, or a company announcement or development.


Update

Provides brief overview coverage of what is happening in a market.


Vendor Profiles

Provides a concise, hard-hitting profile of an emerging vendor. A profile will highlight new players and technologies and the potential paradigm shifts or disruptions a vendor represents.

Daily Graphics

Daily Graphic

Illustrates IDC's keen analysis of major market trends in downloadable PowerPoints. Available as a free download the day it appears, an IDC Daily Graphic provides valuable material for speeches and strategic planning.

Event Proceedings

Event Proceeding

Provides published slides, audio, and other materials from IDC and Insights Web conferences, briefings, forums, or other events.

Events

Conference

Delivers dependable, relevant, and high-impact data and insight to help organizations make sound business and technology decisions. eBusiness executives, IT professionals, IT suppliers, and services suppliers benefit from the strategic insight and networking opportunities IDC conferences offer. Generally, all presentation slides are available online, and for most conferences, streaming audio of key discussions is available as well.


Web Conference

Focuses on significant trends and paradigm shifts. Each Web conference will provide attendees with leading-edge market information that will enable them to make smart business decisions. For those unable to attend in person or those wishing to review the content presented, these synchronized multimedia presentations are available online.

IDC DecisionScapes

IDC FutureScape

Serves as a framework for IT/tech professionals' IT strategy and planning for the next one to three years. It lists IDC's top 10 worldwide technology trends for the coming one to three years in a given research area and includes related drivers, projected IT/business strategy impact, and guidance.


IDC MarketScape

Helps IT/tech professionals develop a short list of suitable suppliers when selecting a vendor. Provides an unbiased assessment of tech suppliers in terms of offerings, strategy, capabilities, and other important factors in a given technology area.


IDC MaturityScape

Describes five stages of "maturity" or capability for a particular technology area, helps IT/tech professionals understand where their organizations fit within those stages, and provides guidance on key components for planning successful improvements to a tech initiative.


IDC MaturityScape Benchmark

Helps IT/tech professionals to benchmark their maturity against peers, develop a business case for a tech initiative, and build consensus about where critical IT investments should be made. Presents quantitative research results that show the market distribution for a given tech initiative across the five stages of maturity presented in the related IDC MaturityScape. Shows the results and components of particularly successful initiatives.


IDC PeerScape

Gives IT/tech professionals insight into best practices (and practices to avoid) by providing specific use case examples implemented by peers. Identifies practices that have the most impact on the success of a tech or business initiative, and provides actionable guidance for each practice.


IDC PlanScape

Helps IT/tech professionals to justify and plan a business and/or technology investment or opportunity by exploring why, what, who, and how (these are also the main section headings). Presents key players, critical success factors, risks, and actions to consider for a designated technology and/or business management area.


IDC TechScape

Helps IT/tech professionals with developing IT strategic plans and evaluating emerging technologies in terms of their risk to the business. Shows the adoption curve and risk levels over time for a specific emerging technology. Sorts technologies into three "adoption model" categories (transformational, incremental, opportunistic) to help tech leaders determine the potential impact for their organization.

IDC Links

IDC Link

Provides timely context and insight around important market trends and events in a short opinion piece. IDC Links provide IDC's point of view on:

  • Financial announcements
  • Product announcements
  • Mergers and acquisitions or divestitures
  • Events
  • Response to news

Insights-only Research

Best Practices

Correlates the use of specific practices and superior performance as indicated by an analysis of the benchmarking database. Highlights any significant differences between industries. Conclusions provide a set of process priorities for improving a business case and advice on how to overcome change management issues.


Business Strategy

Helps buyers to assess their business strategies and/or associated business processes, especially as they relate to the use of technology.


Methods and Practices

Provides a step-by-step description of a method or methods that can be applied. As appropriate, the report may compare the benefits and drawbacks of several methods.


Perspective

Presents an article written by an Insights analyst on a topic of special interest to a target audience. This information has generally already appeared in an industry publication and is repackaged for display on the Insights Web site.


Vendor Assessment

Helps buyers select the right IT supplier. The report helps buyers understand the various providers of a technology by providing analysis on market landscape, vendor profiles, vendor market share, and vendor assessments.

Pivot Tables

Pivot Table

Presents an interactive spreadsheet tool for analyzing trends and activities in a specific market segment. These tables are available only through an annual subscription service.

Predictions

Top 10 Predictions

Provides bold, well-conceived market predictions grounded in solid methodologies, primary research, and analyst experience. Lays out a clear road map to understanding major market opportunities and trends.

Presentations

IDC Presentation

Provides the latest, select CIS forecast data, primary research survey findings, and critical IDC analyst opinion in a succinct, easy-to-digest PowerPoint format.


IDC Survey

Presents a hypothesis about what is happening in the market backed by the results of a demand-side or supply-side survey. The focus is on interpreting and analyzing the survey results and providing a strong point of view along with actionable advice.


IDC Survey Spotlight

Answers a timely question and provides a strong opinion backed by IDC survey data. This is a quick nugget of information that is presented in two concise PowerPoint slides.


Insights Presentation

Provides an easy-to-use format to post on the Web presentations that were previously delivered at public forums (such as conferences and events) or for internal client meetings and client presentations. It may not come as part of a consulting/custom engagement.


Market Analysis Perspective

Delivers a concise current state view of a market and insight into the impact of future trends. Business executives, product managers, and MI/AR professionals can use this information when looking to understand buyers' perspectives and market impacts.

Press Releases

Press Release

Announces significant corporate news, such as key hirings or promotions, performance milestones, event highlights, or speaking engagements.

Product Information

Fact Sheet

Describes a research product. Usually details the major areas of coverage and deliverables, and outlines key questions and competitive market conditions that the research will address. Includes links to all published research for a research product.

Studies

Competitive Analysis

Provides a detailed accounting and review of a vendor's programs, processes, products, service, satisfaction, and/or strategy in a target market. This knowledge helps clients reduce their risk of losing market share or enhance their position over the competition.


Customer Needs and Strategies

Focuses on the important decisions that business and IT professionals make every day.


Industry Developments and Models

Provides a detailed assessment of a specific target market's expansion pattern. This analysis helps clients develop and deploy the right mix of value-add products, programs, or services to support their sales and/or partnering efforts.


Market Analysis

Provides an in-depth examination of the dynamics and future of a single market or a group of related markets. The Market Analysis is where we will typically present our forecasts and assumptions, using a key forecast assumptions table.


Market Forecast

Provides the future of a single market or a group of related markets. It presents a new or updated market forecast, including key drivers and assumptions used in the forecast.


Market Share

Provides data on market size, regional allocations, and platform splits as well as a summary of vendor shares for the most recently completed period (year, quarter).


Special Study

Provides a onetime study produced by a research group that is not published as a deliverable under a subscription service.


Survey

Provides a study and interpretation of the results of a demand- or supply-side survey.


Taxonomy

Highlights and emphasizes how IDC tracks the market while also making it easier for customers to find and identify IDC Taxonomy documents.


Technology Assessment

Provides an analysis of the intricacies of an emerging or established technology or the technologies contained within a specific product.


Vendor Needs and Strategies

Provides an in-depth analysis of a company, a small group of companies, a division of a company focused on a particular market, or a best practice that the company exemplifies.

Environmental, Social, and Governance (ESG) Goals Now a CEO Priority: How Technology Can Help
Details
Philip Carter, Marta Muñoz Méndez-Villamil

Performance Food Group CEO George Holm announced the company's environmental, social, and governance (ESG) Impact Study in December 2020. The study highlighted how CEOs and the C-suite are incorporating ESG goals into day-to-day business ...

Feb 2021 | Doc #lcEUR147489521 | IDC Link | Tech Supplier

IDC PeerScape: Practices for Data Sharing and Exchange in Manufacturing Ecosystems
$4,500
Stefanie Naujoks

This IDC PeerScape describes four best practices of how manufacturers from the automotive, aerospace, industrial machinery, and chemicals industries leverage data sharing and exchange with their ecosystem of partners, suppliers, and customers ...

Feb 2021 | Doc #EUR147480021 | IDC PeerScape | Tech Buyer

The Future of Intelligence in Latin America
$7,650
Enrique Phun

This IDC Perspective discusses the state-of-the-art Future of Intelligence in Latin America and the role played by artificial intelligence in defining organizations able to harness the power of their data-driven culture, employee data literacy, ...

Feb 2021 | Doc #LA46821821 | IDC Perspective | Tech Buyer

Mastering Unstructured Subsurface Data Management: bp's Knowledge Mining Project
$4,500
Gaurav Verma

This IDC Perspective analyzes how bp embarked on a subsurface knowledge mining project. bp intended to capitalize on the wealth of subsurface data it built over the years to boost the operational efficiency of its upstream business. The ...

Feb 2021 | Doc #EUR146518120 | IDC Perspective | Tech Buyer

India Healthcare Sector: Defining the Path Ahead
$1,500
Manoj Vallikkat, Gerald Wang

This Market Note focuses on IDC's viewpoints on the path ahead for the healthcare organizations in India. As these organizations have firm plan to increase their IT spend in 2021, it is essential to channelize these investments, technologies ...

Feb 2021 | Doc #AP47478721 | Market Note | Tech Supplier

How Are Asia/Pacific Enterprises Prioritizing Technology Automation in the Wake of the COVID-19 Pandemic?
$1,000
Pushkaraksh Shanbhag, Gina Smith, PhD

The COVID-19 crisis has resulted in enterprises reassessing their technology priorities as they react to constantly changing environmental conditions and try to chart a course of action to resilience and recovery. This IDC Spotlight analyzes ...

Feb 2021 | Doc #AP46312021 | IDC Survey Spotlight | Tech Supplier

Siemens and IBM Partner to Accelerate IT/OT Convergence at the Edge
Details
Jonathan Lang, Stacy Crook, Mary Johnston Turner

One of the leading inhibitors of Industry 4.0 progression is the heterogeneous legacy technology landscape in industrial operations and the challenge of aggregating and managing operational data. By partnering to enable a hybrid cloud architecture, ...

Feb 2021 | Doc #lcUS47489121 | IDC Link | Tech Supplier

Chorus Writes the Next Chapter of its Fibre Quest
Details
Monica Collier, Maxim Wilson

Chorus reported December HY21 operating revenues of NZ$473m, down 2.1% from NZ$483m in HY20. A key driver was migration of customers from legacy copper services to alternative networks, particularly in non-Chorus UFB areas. Continued headwinds ...

Feb 2021 | Doc #lcAP47488721 | IDC Link | Tech Supplier

Worldwide Document Workflow Automation and Optimization Forecast, 2021–2025
$4,500
Allison Fantony, Robert Palmer

This IDC study provides the worldwide market forecast for document workflow automation and optimization from 2021 to 2025.

"Despite challenges due to COVID-19 over the past year, many businesses are entering a phase where they are ...

Feb 2021 | Doc #US46357521 | Market Forecast | Tech Supplier

2021's Semiconductor Shortages: Automotive, Mobile Phone, Computing, and Cloud Infrastructure Outlook
$4,500
Nina Turner, Mario Morales, Shane Rau, Ben Sheen, Phil Solis

This IDC Market Perspective discusses reported semiconductor shortages and inventory issues, the causes, how companies are currently addressing the issue, the outlook for different markets, and potential strategies to address the market.

"IDC ...

Feb 2021 | Doc #US47479721 | Market Perspective | Tech Supplier

Worldwide Solid State Storage Quarterly Update: Summary CY 4Q20
$4,500
Jeff Janukowicz

This IDC Market Presentation provides a detailed analysis of the worldwide solid state drive (SSD) market and competitive landscape for CY 4Q20. Significant market dynamics, trends, and events are summarized and evaluated. In addition, SSD ...

Feb 2021 | Doc #US46411721 | Market Presentation | Tech Supplier

Middle East & Africa Personal Computing Devices Market Posts Strong Growth, with Demand from Both Home & Commercial End Users Remaining High
Research PDF
Read
Dubai – The Middle East and Africa (MEA) personal computing devices (PCD) market, which is made up of desktops, notebooks, workstations, and tablets, recorded strong growth in the final quarter of 2020, according to the latest industry analysis ...

Feb 2021 | Doc #prMETA47485321 | Research Press Release

Ink Tank Printers Drives India HCP Market to 19.7% YoY growth in 4Q20, IDC India Reports
Research PDF
Read
NEW DELHI, February 24, 2021 – Indian Hardcopy Peripherals (HCP) market recorded its best Q4 till date in terms of unit shipments. As the country opened further during the festival season and vendors partially resolved their supply issues following ...

Feb 2021 | Doc #prAP47486621 | Tracker Press Release

IDC MarketScape: Worldwide UCaaS Service Providers for Enterprise 2021 Vendor Assessment
$15,000
Denise Lund

This IDC study represents a vendor assessment of service providers offering unified communications as a service (UCaaS) for enterprise using the IDC MarketScape model. The assessment reviews both quantitative and qualitative characteristics ...

Feb 2021 | Doc #US47452521 | IDC MarketScape | Tech Buyer

IDC MarketScape: Worldwide UCaaS Service Providers for SMB 2021 Vendor Assessment
$15,000
Denise Lund

This IDC study represents a vendor assessment of service providers offering unified communications as a service (UCaaS) for SMBs using the IDC MarketScape model. The assessment reviews both quantitative and qualitative characteristics that ...

Feb 2021 | Doc #US47452421 | IDC MarketScape | Tech Buyer

IBM Partners with Palantir to Simplify and Accelerate AI for Businesses
$1,500
Ritu Jyoti, David Schubmehl

This IDC Market Note captures IDC's observations and point of view on IBM and Palantir's partnership offering Palantir for IBM Cloud Pak for Data, announced on February 8, 2021, and to release in 1Q21. It covers ...

Feb 2021 | Doc #US47471621 | Market Note | Tech Supplier

How are European SMBs Using AI to Improve Their Businesses?
$1,000
Riccardo Barrai

This IDC Survey Spotlight shares the top artificial intelligence (AI) use cases currently being used by small and medium-sized businesses (SMBs) within three European countries, namely the U.K., Germany, and France. It also highlights planned ...

Feb 2021 | Doc #EUR147471021 | IDC Survey Spotlight | Tech Supplier

Germany Enterprise IoT Decision-Maker Survey 2020
$4,500
Eric Owen

This IDC Survey presents results from the German segment of IDC's European Internet of Things (IoT) Decision-Maker Survey. This survey assesses current and planned deployments of IoT projects, including benefits and challenges, impact of ...

Feb 2021 | Doc #EUR247422521 | IDC Survey | Tech Supplier

Western Europe Smart Home Device Market: 3Q20 Analysis
$1,500
Antonio Arantes, Francisco Jeronimo

This IDC Market Presentation examines the latest IDC Quarterly Smart Home Device Tracker for the Western Europe smart home market. In this tracker, IDC follows more than 55 smart home makes in 16 countries, providing detailed shipment volumes, ...

Feb 2021 | Doc #EUR147476521 | Market Presentation | Tech Supplier

UCaaS Solutions Drive Scale and Improved Communication and Collaboration in Enterprises and SMBs; Two New IDC MarketScapes Assess the Leading UCaaS Providers
Research PDF
Read
Two new IDC MarketScape reports provide an assessment of the leading UCaaS service providers for enterprises and small and medium businesses.

Feb 2021 | Doc #prUS47483221 | Research Press Release

IDC Unveils India Cloud Predictions for 2021 and Beyond; 20% of Organizations will Adopt Connected Cloud Strategies by 2023
Research PDF
Read
New Delhi, February 23, 2021 – International Data Corporation (IDC) has published the IDC FutureScape: Worldwide Cloud 2021 Predictions – India Implications for 2021. COVID-19 has been a testbed for most enterprises’ technology investments. ...

Feb 2021 | Doc #prAP47483621 | Research Press Release

IDC Forecasts Improved Growth for Global AI Market in 2021
Research PDF
Read
Worldwide revenues for the artificial intelligence (AI) market, including software, hardware, and services, is estimated to grow 16.4% year over year in 2021 to $327.5 billion, according to the latest release of the IDC Worldwide Semiannual ...

Feb 2021 | Doc #prUS47482321 | Tracker Press Release

AWS re:Invent 2020 Key Initiatives for the Public Sector
$4,500
Adelaide O'Brien, Alison Brooks, Ph.D., Shawn P. McCarthy

This IDC Perspective captures several key announcements made at Amazon Web Services (AWS) re:Invent 2020 that are critical for the public sector, including remarks made by Andy Jassy, CEO of Amazon Web Services, and Sandy Carter, vice president ...

Feb 2021 | Doc #US47458621 | IDC Perspective | Tech Buyer

Role of Digital Twins in Asia/Pacific (Excluding Japan) Manufacturing Value Chains
$4,500
Sampath Kumar Venkataswamy, Sahadev Kadri Ananda

IDC estimates that the current spend in Asia/Pacific (excluding Japan) (APEJ) on Internet of Things (IoT)–driven manufacturing applications is around US$11.1 billion. Data will be crucial to ensure that organizations can recognize and realize ...

Feb 2021 | Doc #AP46587020 | IDC Perspective | Tech Buyer

U.S. Life Science Top 10 Market Trends for 2021
$4,500
Nimita Limaye, Michael Townsend

This IDC Perspective identifies 10 major trends that we believe will impact life science companies in 2021.

"The industry has responded rapidly to the COVID-19 pandemic by driving an exponential growth in digitally disruptive technologies ...

Feb 2021 | Doc #US46583321 | IDC Perspective | Tech Buyer

Propaganda as a Service: Addressing the Economics Behind Global Disinformation Engines
$4,500
Shawn P. McCarthy

This IDC Perspective examines how the global market for political disinformation is growing rapidly while leaving chaos, mistrust, and revolutionary rumblings in its wake. The motive is money for some disinformation creators, while others ...

Feb 2021 | Doc #US47453321 | IDC Perspective | Tech Buyer

Konica Minolta Sets its Sights on the Short-Run Corrugated Packaging Market
$1,500
Sharon McNee

This IDC Market Note looks at the latest edition to Konica Minolta's expanding industrial and production printer portfolio and how the new product will enable the vendor and its partners to profit from growing demand for short-run corrugated ...

Feb 2021 | Doc #EUR147472021 | Market Note | Tech Supplier

Asia/Pacific (Excluding Japan) Internet of Things Spending 1H20 Forecast Update, 2020-2024
$4,500
Bill Rojas, Sharad Kotagi, Shaily Shah, Kai Cui, Hugh Ujhazy

"Internet of Things (IoT) in the Asia/Pacific (excluding Japan) (APEJ) markets continues to grow steadily as government, municipalities, enterprises, and industries take advantage of extensive fiber and 4G LTE coverage and the anticipated ...

Feb 2021 | Doc #AP45225620 | Market Forecast | Tech Supplier

Worldwide CO2 Emissions Savings from Cloud Computing Forecast, 2021–2024: A First-of-Its-Kind Projection
$4,500
Cushing Anderson, Daniel O'Boyle Kelly, John F. Gantz, Jennifer Cooke, Sriram Subramanian, Ashish Nadkarni, Gard Little, Rob Brothers

This IDC study presents IDC's first global forecast of CO2 emissions savings from cloud computing.

"IDC has been tracking the server market and quantifying compute power for nearly all of its 50+ years," says John Gantz, ...

Feb 2021 | Doc #US47426420 | Market Forecast | Tech Supplier

Ricoh's Work Together Anywhere Initiative: Driving the New Customer Engagement Model
$4,500
Jacqui Hendriks

This IDC Market Perspective provides an overview of the evolution of Ricoh's service lines, its rapid reaction to the business impact of COVID-19, and the development of a customer engagement model including the launch of print devices that ...

Feb 2021 | Doc #EUR147466521 | Market Perspective | Tech Supplier

HP Amplify Impact: Building a Better Planet, One Partner at a Time
Details
Robert Palmer

HP Inc. has launched a new partner initiative called HP Amplify Impact. The program — one of the first of its kind — provides access to a broad range of resources aimed at helping channel partners establish long-term, measurable goals for ...

Feb 2021 | Doc #lcUS47479321 | IDC Link | Tech Supplier

Worldwide Hard Disk Drive Quarterly Market Update: 4Q20 Summary and Updated Four-Quarter Outlook
$4,500
Edward Burns

This IDC Market Presentation, which was given on February 16, 2021, summarizes the hard disk drive (HDD) market results for CY 4Q20. Significant market dynamics, trends, and events are summarized and evaluated in this presentation. Numerous ...

Feb 2021 | Doc #US47466320 | Market Presentation | Tech Supplier

IDC Market Glance: Future of Intelligence, 1Q21
$4,500
Chandana Gopal, Dan Vesset, Ritu Jyoti, Jennifer Hamel

This IDC Market Glance provides a segmentation of technology solutions and technology and services providers being deployed and adopted by organizations to drive enterprise intelligence.

Feb 2021 | Doc #US47459121 | Market Presentation | Tech Supplier

Japan Network Virtualization Market Shares, 2019: Strategy Shift Forced Toward Post−COVID-19
$4,500
Kenichi Kusano

This IDC study analyzes vendor market shares and vendor trends in 2019 in the network virtualization and automation platform market, which is a major component of the Japan network virtualization and automation market. VMware and Cisco Systems ...

Feb 2021 | Doc #JPE45137620 | Market Share | Tech Supplier

Japan Unified Communications and Collaboration Workspace Market Shares, 2019: Best-of-Breed Cloud Service Vendors Surge Ahead
$4,500
Takashi Manabe

This IDC study provides an analysis of the Japan unified communications and collaboration workspace market share based on vendor revenue performance in 2019. IDC classifies the market into four major solution segments — the IP telephony ...

Feb 2021 | Doc #JPE45145620 | Market Share | Tech Supplier

Oracle Expands AI and Automation in Latest CX Updates
Details
David Wallace

Oracle announced new features in marketing, sales, and service applications within Oracle CX that extend the use of AI and automation and improve integration between CX products that will help enterprise customers improve personalization ...

Feb 2021 | Doc #lcUS47477121 | IDC Link | Tech Supplier

IDC's Worldwide Personal Computing Device Tracker Taxonomy, 2021
$4,500
Tim Brunt, Neha Mahajan, Daniel Goncalves, Alma Gonzalez, Maciek Gornicki, Stefania Lorenz, Jay Gumbiner, Liam Hall, Linn Huang, Kazuko Ichikawa, Nikolina Jurisic, Kenneth Liew, Bryan Ma, Tom Mainelli, Tetsuya Maruyama, Anuroopa Nataraj, Malini Paul, Paola Soriano, Hirotoshi Asano, Ryan Reith, Loren Loverde, Jay Chou, Jitesh Ubrani

This IDC study provides a comprehensive overview of and definitions for personal computing devices (PCDs). The definitions provided in this document represent the scope of IDC's PCD hardware research.

This taxonomy outlines market ...

Feb 2021 | Doc #US47425021 | Taxonomy | Tech Supplier

IDC MarketScape: Worldwide eDiscovery Services 2021 Vendor Assessment
$15,000
Ryan O’Leary

This IDC study represents a vendor assessment of providers offering eDiscovery services through the IDC MarketScape model. The assessment reviews both quantitative and qualitative characteristics that define current market demands and expected ...

Feb 2021 | Doc #US46838220 | IDC MarketScape | Tech Buyer

Spectrum Enterprise and Cisco Meraki Accelerating the Adoption of Video Surveillance
Details
Mike Jude

Charter Communications, through its subsidiary Spectrum Enterprise, announced that is now offering Managed Network Edge (MNE), a new service to manage single location and multilocation local area networks (LANs). This service is based on ...

Feb 2021 | Doc #lcUS47459521 | IDC Link | Tech Supplier

IDC Names Leaders and Major Players for Asia/Pacific CSP SD-WAN Managed Services in 2020
Research PDF
Read
SINGAPORE, February 18th, 2021 – According to the IDC MarketScape: Asia/Pacific Communications SP SD-WAN Managed Services 2020 Vendor Assessment , AT&T, NTT, Orange, Singtel, and Tata Communications are identified (in alphabetical order) as ...

Feb 2021 | Doc #prAP47470821 | Research Press Release

IDC MarketScape: Worldwide Digital Finance and Accounting Business Process Services 2020–2021 Vendor Assessment
$15,000
Alison Close

This IDC study presents a vendor assessment of digital finance and accounting business process services (BPS) focusing on the use of digital levers to deliver these services and drive greater cost and process efficiencies, reduce total cost ...

Feb 2021 | Doc #US45837620 | IDC MarketScape | Tech Buyer

The 2021 Rush to Digital Business Models: Why the Technology Architecture Is Key
Research PDF PDF Attachment Video Attachment
Read
Giulia Carosella, Giorgio Nebuloni, Erica Spinoni

This IDC Web Conference discusses digital business models and their impact on organizations. Around 45% of European CEOs believe new business models such as subscription services, data as a service, and freemium strategies will have a high ...

Feb 2021 | Doc #EUR147457221 | Web Conference Proceeding: Tech Buyer | Tech Buyer

European Life Sciences Key IT Deals and Initiatives Update, Q4 2020
$4,500
Nino Giguashvili

This IDC Market Perspective provides IDC Health Insights' review of key IT deals, news, and digital initiatives in European life sciences and pharma in Q4 2020. In the unfolding COVID-19 scenario, it is critical for European life sciences ...

Feb 2021 | Doc #EUR146580021 | IDC Perspective | Tech Buyer

Western European Industrial and Production Market Update — February 2021
$1,500
Sharon McNee, Julio Vial

This IDC Market Note includes industrial and production print news that occurred in January 2021.

Feb 2021 | Doc #EUR147422921 | Market Note | Tech Supplier

CIO’s 2021 Digital Agenda: Middle East, Turkey, and Africa Perspective
$4,500
Eren Eser, Ranjit Rajan

This IDC Survey examines CIO priorities and views on digital transformation (DX) and associated challenges across the Middle East, Turkey, and Africa (META) region. One of its aims is to provide a greater understanding of the strategic and ...

Feb 2021 | Doc #META47449021 | IDC Survey | Tech Supplier

Microsoft Announces Microsoft Viva, an Employee Experience Platform
Details
Laura Becker, Wayne Kurtzman, Amy Loomis, Ph.D., Marci Maddox, Hayley Sutherland

On February 4, 2021, Microsoft announced the launch of Microsoft Viva, an employee experience platform (EXP) that brings together a variety of tools and features for employee engagement (EX), learning, well-being, and knowledge discovery ...

Feb 2021 | Doc #lcUS47461421 | IDC Link | Tech Supplier

Equinix 4Q20 and Full-Year 2020 Earnings: Building Ecosystems That Accelerate the Digital Journey
Details
Jennifer Cooke

During its earnings call on February 10, Equinix reported an 8% increase in revenue from 2019 to 2020 to almost $6 billion. Equinix's continued positive results reflect the critical and expanded role of datacenters and cloud resources for ...

Feb 2021 | Doc #lcUS47466021 | IDC Link | Tech Supplier

Asia/Pacific (Excluding Japan) Quarterly PCD Market Qualitative Analysis, 3Q20
$4,500
Maciek Gornicki, Peggy Cheung, Jennifer Kwan

This IDC Presentation gives an overview of the Asia/Pacific (excluding Japan) (APEJ) personal computing device (PCD) market qualitative analysis for 3Q20, including a historical analysis and forecast by region and country. This includes ...

Feb 2021 | Doc #AP45871420 | Market Presentation | Tech Supplier

Asia Pacific* Spending on IoT Expected to Reach US$ 288.6 Billion in 2021, IDC Reports
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SINGAPORE, February 17th, 2021 – Asia/Pacific* spending on Internet of Things (IoT) was deeply impacted in 2020 due to the pandemic hitting major economies in the region, with spending growth descending to 7.1% YoY in 2020 – down from the 12.5% ...

Feb 2021 | Doc #prAP47465721 | Research Press Release

IDC Reveals India Artificial Intelligence Predictions for 2021 and Beyond as Organizations Focus on Unleashing the True Value of the Data
Research PDF
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New Delhi, February 16, 2021 – International Data Corporation (IDC) has published the IDC FutureScape: Worldwide Artificial Intelligence 2021 Predictions – India Implications for 2021. Organizations in India are embracing AI driven by improved ...

Feb 2021 | Doc #prAP47464721 | Research Press Release

IDC's Worldwide Telecom Services Taxonomy, 2021
$4,500
Kresimir Alic

This IDC Taxonomy provides a comprehensive overview of the definitions used for measuring telecom services markets across the globe. The top-level methodology used to research these markets is also outlined in the study. The taxonomy summaries ...

Feb 2021 | Doc #EUR247425721 | Taxonomy | Tech Supplier

MEHRWERK GmbH: Building Process Mining on the Qlik Platform
$3,500
Marek Kujda, Neil Ward-Dutton

This IDC Vendor Profile focuses on Germany-headquartered company MEHRWERK GmbH, founded in 2008. In 2018, MEHRWERK introduced an innovative process mining software tool based on the Qlik platform to offer comprehensive process mining capabilities ...

Feb 2021 | Doc #EUR147447220 | Vendor Profile | Tech Supplier

Intelligent Digital Workspaces: Enabling the Future of Work for the Resilient Workplace — Update
$4,500
Phil Hochmuth, Angela Salmeron, Holly Muscolino, Wayne Kurtzman, Shannon Kalvar

This IDC Perspective addresses the challenge of inflexible work environments in organizations and their detriment to productivity, worker creativity, and ultimately business value. This study defines intelligent digital workspaces as a framework ...

Feb 2021 | Doc #US47447421 | IDC Perspective | Tech Buyer

Enterprise Storage Provider Infinidat Readies the Company for the Next Phase of Revenue Growth with a New CEO
$1,500
Eric Burgener

This IDC Market Note discusses Infinidat's continued evolution along with an opinion on the company's future prospects under new leadership. In January 2021, enterprise storage vendor Infinidat announced Phil Bullinger as the new CEO. Infinidat ...

Feb 2021 | Doc #US47452721 | Market Note | Tech Supplier

IDC TechScape: Worldwide Retail-Innovation-Enabling Technologies, 2021
$4,500
Giulio Raffaele, Filippo Battaini, Ornella Urso

This IDC TechScape discusses technologies that are essential to enable innovation through a retail commerce platform and to execute commerce everywhere business models efficiently and effectively. The study aims to help senior executives ...

Feb 2021 | Doc #EUR147411420 | IDC TechScape | Tech Buyer

What Are the Business Risks with Artificial Intelligence Adoption in India Organizations? Why Do Artificial Intelligence Projects Fail?
$1,000
Swapnil Shende, Rishu Sharma

This IDC Survey Spotlight illustrates hurdles in organizations' artificial intelligence (AI) adoption plans. The document contains the India data from IDC’s 2020 AI Strategy Buyer View Survey. The report provides a view on the multiple ...

Feb 2021 | Doc #AP47365321 | IDC Survey Spotlight | Tech Supplier

Purpose, CSR, and the Employee Experience: Accenture's Project Artemis
$1,500
Laura Becker, Bjoern Stengel

This IDC Market Note examines how purpose and corporate social responsibility (CSR) initiatives can improve the employee experience. While CSR typically represents a normatively driven, non-standardized approach to sustainability, programs ...

Feb 2021 | Doc #US47454721 | Market Note | Tech Supplier

HP Inc. Power of Print Stresses the Modernization of Print Through Simple, Seamless, and Secure Solutions
Details
Keith Kmetz, Robert Palmer

HP Inc.'s Power of Print meeting offered an update on its print business. The vision, based on modernizing print and accelerating to a contractual model, continues, but specifics of the strategy have been understandably altered due to COVID-19.

...

Feb 2021 | Doc #lcUS47464321 | IDC Link | Tech Supplier

Worldwide Internet of Things Forecast Update, 2020–2024
$4,500
Carrie MacGillivray, Stacy Crook, Marcus Torchia, Krishna Chinta, Sharad Kotagi, Jonathan Leung, Gabriele Roberti, Heriberto Roman, Alexandra Rotaru, Yuta Torisu, Nigel Wallis

This IDC study provides an update to IDC's worldwide IoT market outlook, according to IDC's December 2020 Worldwide Internet of Things Spending Guide. It also updates Worldwide Internet of Things Forecast, 2020–2024 ...

Feb 2021 | Doc #US47434121 | Market Forecast | Tech Supplier

Five Key Unified Communications and Collaboration Trends to Watch in 2021
$4,500
Rich Costello

This IDC Market Perspective provides insight into five key trends that will impact the worldwide unified communications and collaboration (UC&C) market in 2021 and beyond.

"The importance of UC&C solutions, supported on robust ...

Feb 2021 | Doc #US47432321 | Market Perspective | Tech Supplier

IDC Europe Technology for Sustainability and Social Impact Index Market Maturity Report: Infrastructure and Enterprise Equipment Manufacturers
$4,500
Vladimir Kroa, Zuzana Kovacova, Galina Spasova, Marta Muñoz Méndez-Villamil

This IDC Market Perspective provides a framework of three sustainability pillars for the IT industry: Technology Vendor Performance, Technology as an Enabler, and Technology for Good. Using this framework, this document quantifies over 200 ...

Feb 2021 | Doc #EUR146127520 | Market Perspective | Tech Supplier

The Next Phase of Saudi Arabia's Digital Aspirations: Opportunities and Considerations
$4,500
Hamza Naqshbandi, Jawad Khalil, Hyder Aftab, Mufasir Yousuf, Uzair Mujtaba, Tolga Yalcin

More than 1,000 senior executives from influential technology vendors, telecommunication operators, and IT service providers in Saudi Arabia participated in the IDC Directions virtual event held in early 2021. This event provided participants ...

Feb 2021 | Doc #META47454521 | Market Presentation | Tech Supplier

Grocery Retail in Europe: Innovation Through Contactless by Design, Intelligent Fulfillment, and Sustainability
$4,500
Filippo Battaini, Giulio Raffaele, Ornella Urso

This IDC Market Presentation provides an overview of the European grocery subvertical in 2021 and examines how grocery retailers in Europe are transforming their operations to respond to the opportunities emerging from the post-pandemic ...

Feb 2021 | Doc #EUR147453821 | Market Presentation | Tech Supplier

Worldwide Solid State Storage Quarterly Results, CY 4Q20
$40,000
Jeff Janukowicz

This IDC Pivot Table provides worldwide industry solid state drive (SSD) quarterly unit shipments, revenue, and capacity shipped for the fourth calendar quarter of 2020, including supplier unit shipment and revenue market share by segment. ...

Feb 2021 | Doc #US46411821 | Pivot Table | Tech Supplier

Large Education Rollouts Continue Driving the Tablet Market in EMEA, says IDC
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LONDON, February 11, 2021 — The tablet market in the Europe, Middle East, and Africa (EMEA) region totaled 14.6 million units in 4Q20, growing 11.7% YoY, according to data from IDC ' s Worldwide Quarterly Personal Computing Device Tracker . ...

Feb 2021 | Doc #prEUR147463821 | Tracker Press Release

IDC Worldwide IT Channels and Alliances 2021 Predictions Webinar
Research PDF PDF Attachment Video Attachment
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Steve White, Paul Edwards, Pam Miller, Christopher Webber, Brendan Rouse, Nigel Parsons, Margaret Adam, Stuart Wilson, Andreas Storz, Riccardo Barrai

This IDC Web Conference discusses the key trends IDC's Worldwide Channels and Alliances team is seeing in software and infrastructure channels, as well as in strategic alliances as we move toward recovery. The team also reviews its 2020 ...

Feb 2021 | Doc #WC20210211 | Web Conference Proceeding: Tech Supplier | Tech Supplier

Five Pillars for Success: Confronting Africa's Post-COVID-19 Reality
$500
Mark Walker, Jonathan Tullett, Sabelo Dlamini, Francis Hook, Oluwole Babatope

This IDC Web Conference unveils five critical pillars that must be considered if business growth in Sub-Saharan Africa is to be achieved in 2021. Relevance, affordability, accessibility, security, and trustworthiness are strategic imperatives ...

Feb 2021 | Doc #META47433321 | Web Conference Proceeding: Tech Supplier | Tech Supplier

Turkey CIO Perspectives on DX: January 2021 View
$5,000
Eren Eser

The Turkey CIO Perspectives on DX: January 2021 View survey was conducted in December 2020. The document addresses the results of IDC’s survey of CIOs across vertical markets in Turkey on the priorities and challenges of digital transformation ...

Feb 2021 | Doc #META46634921 | IDC Survey | Tech Supplier

IDC MaturityScape Benchmark: Artificial Intelligence in Banking in the United States, 2021
$4,500
Steven D’Alfonso, Marc DeCastro, Jerry Silva

This IDC study on artificial intelligence maturity is intended to offer a systematic and rigorous approach for organizations to assess their competency and maturity. To help financial institutions evaluate current artificial intelligence ...

Feb 2021 | Doc #US47433921 | IDC MaturityScape Benchmark | Tech Buyer

IDC's Worldwide Computing Platforms Taxonomy, 2021
$4,500
Ashish Nadkarni, Paul Maguranis, Peter Rutten, Kuba Stolarski, Eric Burgener, Zsofia Madi-Szabo, Dave McCarthy, Max Pepper, Eric Sheppard, Heather West, PhD

This IDC study provides an overview of computing platforms market. In 2021, the taxonomy has been significantly overhauled to include non-rack and custom rack form factors (including accommodations for systems deployed in supercomputing). ...

Feb 2021 | Doc #US47390820 | Taxonomy | Tech Supplier

From Siloed to Holistic Asset Life-Cycle Management
$4,500
Jonathan Lang, Kevin Prouty

This IDC Perspective provides insight into the steps necessary to transform asset life-cycle management processes and technologies. Asset life-cycle management is an enterprise effort with many dependencies — yet today it is executed in ...

Feb 2021 | Doc #US47446721 | IDC Perspective | Tech Buyer

How Does the C-Suite Perceive the Strategic Importance of Decarbonization?
$1,000
Bjoern Stengel

This IDC Survey Spotlight looks at the importance of decarbonization to decision makers and to what extend it is becoming an integral part of their business strategies. Decarbonization has become a key sustainability topic for many organizations ...

Feb 2021 | Doc #US47455421 | IDC Survey Spotlight | Tech Supplier

European Business Fixed Voice Platforms and Services Forecast, 2020–2024
$4,500
Graham Fruin

This IDC Market Forecast discusses the European fixed business voice services market for 2019 to 2024. It examines the transition from TDM to IP voice services and from on-premises voice platforms to hosted services. IDC data products, such ...

Feb 2021 | Doc #EUR147425820 | Market Forecast | Tech Supplier

Extended and Updated Analysis: Intel's Industry Analyst Summit
$4,500
Mario Morales, Ben Sheen, Shane Rau

This IDC Market Perspective updates and expands analysis originally presented in Analyzing Intel's 2020 Industry Analyst Summit; Considering Patrick Gelsinger's Return as CEO in 2021 (IDC ...

Feb 2021 | Doc #US47447521 | Market Perspective | Tech Supplier

Digital Resiliency Investment Index, January 2021
$4,500
Stephen Minton

This IDC Market Presentation features digital resiliency, which refers to the ability of an organization to rapidly adapt to business disruptions by leveraging digital capabilities to not only restore business operations but also capitalize ...

Feb 2021 | Doc #US47455821 | Market Presentation | Tech Supplier

Redefining Security and Trust for the Next Normal
$4,500
Varun Kukreja

With accelerated digital transformation initiatives, unprecedented growth in remote and distributed work models, and increased cloud adoption, the attack surface is expanding at an unprecedented pace. The simultaneous expansion of the threat ...

Feb 2021 | Doc #META47435521 | Market Presentation | Tech Supplier

Worldwide Server Microprocessor Vendor, Architecture, Channel, Socket, and System Category Market Shares, 4Q20
$4,500
Shane Rau

This IDC Pivot Table examines the performance of the server microprocessor market through several market views. For the period 1Q16 through 4Q20, unit shipments and revenue by vendors are included as well as unit shipments by processor architecture, ...

Feb 2021 | Doc #US47110421 | Pivot Table | Tech Supplier

ICT Spending in Central and Eastern Europe to Remain Flat in 2021, Despite Increased Investments in Professional Services, Media, and Finance Sectors -
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ICT Spending in Central and Eastern Europe to Remain Flat in 2021, Despite Increased Investments in Professional Services, Media, and Finance Sectors

Feb 2021 | Doc #prEUR247461321 | Research Press Release

Japan AI Software Platform Market Shares, 2019: Public Cloud Shift Increases the Influence of Global Vendors
$4,500
Nobuko Iisaka

This IDC study presents the Japan AI software platform market share based on the 2019 revenue performance. "Enterprise users are entering a new phase of continuous development and operation of AI applications utilizing AI software platforms. ...

Feb 2021 | Doc #JPE45702420 | Market Share | Tech Supplier

Customer Engagement and Loyalty Strategies for Touchless Retail
$4,500
Leslie Hand

This IDC Tech Buyer Presentation examines customer engagement and loyalty strategies for touchless retail. The new normal requires continued investment in touchless omni-channel retail business to engage customers and drive customer lifetime ...

Feb 2021 | Doc #US47456421 | Tech Buyer Presentation | Tech Buyer

Western European HCP Market, 4Q20:Growth Shows Print Remains Important for the Home and Office, Says IDC
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LONDON, February 12, 2021 — According to research by International Data Corporation (IDC), the Western European printer and multifunction (MFP) market increased by 5.0% in 4Q20 compared with the same period a year ago to give a market size ...

Feb 2021 | Doc #prEUR147460921 | Tracker Press Release

IDC MarketScape: Worldwide SaaS and Cloud-Enabled Buy-Side Contract Life-Cycle Management Applications 2021 Vendor Assessment
$15,000
Mickey North Rizza

This IDC study provides an assessment of SaaS and cloud-enabled contract life-cycle management software solutions and discusses what criteria are most important for companies to consider when selecting a system.

"Contract life-cycle ...

Feb 2021 | Doc #US45016019 | IDC MarketScape | Tech Buyer

IDC MarketScape: Worldwide SaaS and Cloud-Enabled Spend Analysis and Management Applications 2021 Vendor Assessment
$15,000
Mickey North Rizza

This IDC study provides an assessment of SaaS and cloud-enabled spend analysis software solutions and discusses what criteria are most important for companies to consider when selecting a system.

"Spend analysis solutions are moving ...

Feb 2021 | Doc #US45015319 | IDC MarketScape | Tech Buyer

IDC MarketScape: Worldwide SaaS and Cloud-Enabled Sourcing Applications 2021 Vendor Assessment
$15,000
Mickey North Rizza

This IDC study provides an assessment of SaaS and cloud-enabled sourcing software solutions and discusses what criteria are most important for companies to consider when selecting a system.

"Sourcing solutions are becoming more cognitive ...

Feb 2021 | Doc #US45015419 | IDC MarketScape | Tech Buyer

Mining Industrial IoT Platforms: Creating Value from Connected Assets
$4,500
Benjamin Kirkwood, Emilie Ditton

This IDC Perspective provides an overview of the architecture and ecosystem of Internet of Things (IoT) platforms in use in the mining industry. This study also identifies key horizontal IoT platform providers and a host of use cases that ...

Feb 2021 | Doc #AP47205320 | IDC Perspective | Tech Buyer

U.S. Enterprise Requirements of Managed (Outsourced) Services for Infrastructure
$4,500
David Tapper

This IDC Survey provides an overview of the results from a 2020 U.S. survey of enterprises involving their use of managed services for infrastructure involving datacenters, networks, and endpoint devices (e.g., PCs, laptops, smartphones/tablets). ...

Feb 2021 | Doc #US47083421 | IDC Survey | Tech Supplier

2020 U.S. Smart Home Survey: Smart Assistants
$4,500
Adam Wright, David Myhrer

This IDC Survey details results from IDC's 2020 U.S. Smart Home Survey, which was fielded in July. The survey asked respondents questions regarding consumer adoption of and attitudes toward a variety of ...

Feb 2021 | Doc #US47451921 | IDC Survey | Tech Supplier

VMware Adds Object Storage to Block, File Services VCF 4.2, Cloud-Native Storage
$1,500
Eric Burgener, Lucas Mearian, Eric Sheppard

This IDC Market Note provides an overview of the recently launched VMware Cloud Foundation v4.2. VMware announced VMware Cloud Foundation 4.2, featuring updates to help customers further improve the storage, networking, management, and security ...

Feb 2021 | Doc #US47445521 | Market Note | Tech Supplier

HP Introduces New Latex Printers and Revamps Large-Format Solutions Portfolio
$1,500
Sharon McNee

This IDC Market Note looks closely at the new and improved large-format printers introduced by HP and examines how the enhanced features and benefits will enable PSPs to create business opportunities by tackling newly addressable print applications.

...

Feb 2021 | Doc #EUR147447121 | Market Note | Tech Supplier

Renesas To Acquire Dialog Semiconductor – A Connectivity, Power Management, and Diversification Play
Details
Phil Solis, Nina Turner

On February 8th, Renesas Electronics Corporation announced its intent to acquire Dialog Semiconductor PLC for approximately $5.9 billion to expand its mixed signal, power management, and connectivity solutions. This deal will ...

Feb 2021 | Doc #lcUS47460821 | IDC Link | Tech Supplier

Japan Internet of Things Forecast by Technology, 2020−2024
$4,500
Yuta Torisu

This IDC study analyzes the Internet of Things (IoT) spending and forecasts growth from 2020 to 2024 in the IoT market from the perspective of the four technology groups — hardware (HW), connectivity, software (SW), and services; and 11 ...

Feb 2021 | Doc #JPE45694020 | Market Forecast | Tech Supplier

U.S. Mobile Consumer and Business Services Forecast, 2021–2025
$4,500
Sandra Wendelken, Jason Leigh, Carrie MacGillivray

This IDC study analyzes the U.S. mobile consumer and business services market outlook for the 2021–2025 period.

"2020 was an unusual year, to say the least, with the COVID-19 pandemic slowing growth in subscribers in 1H20, but the ...

Feb 2021 | Doc #US47294021 | Market Forecast | Tech Supplier

Telecom Cloud Update: Cloud Platforms Target the Telecom Sector
$4,500
Courtney Munroe

This IDC Market Perspective assesses the key strategies of cloud providers in the telecommunications sector. The first wave of the establishment of the telecom cloud is well underway. Over the past five years, most tier 1 operators have ...

Feb 2021 | Doc #US46341721 | Market Perspective | Tech Supplier

Major Intelligent App Services Vendors Aggressively Targeting European Cloud-Native Boutiques
$4,500
John O'Brien

This IDC Market Perspective examines the reasons behind the rapid consolidation taking place in the European market of specialist cloud-native application services providers by major vendors.

"Major services players are now turning ...

Feb 2021 | Doc #EUR147159721 | Market Perspective | Tech Supplier

Digital Twins and Digital Thread for Buildings and Infrastructure
$4,500
Jeffrey Hojlo, Juliana Beauvais, John Villali

This IDC Market Presentation discusses examples and analyzes the use cases and opportunities for digital twins and digital thread in support of building and infrastructure operation. Building information modeling (BIM) is a vital set of ...

Feb 2021 | Doc #US47451521 | Market Presentation | Tech Supplier

Digital Twins and Digital Thread for Engineering and Operations
$4,500
Jeffrey Hojlo, Jonathan Lang

This IDC Market Presentation highlights how digital twins of products and assets are used extensively during the design and engineering phase and during the operations phase of assets in industries such as oil and gas and energy. Essentially, ...

Feb 2021 | Doc #US47453021 | Market Presentation | Tech Supplier

Australia and New Zealand Security: The Implications of the COVID-19 Pandemic for 2021 and Beyond
$4,500
Emily Lynch

This IDC Market Presentation discusses the impacts of the COVID-19 pandemic on Australia and New Zealand (ANZ) security services and the implications of these effects as we head into 2021. This presentation draws on results from IDC's 2020 ...

Feb 2021 | Doc #AP45233620 | Market Presentation | Tech Supplier

AI-Enabled Decision-Making System for Reliability in the Energy Industry
Details
Andrew Meyers, Gaurav Verma, Kevin Prouty

The ecosystem consisting of C3.ai, Shell, Baker Hughes, and Microsoft that makes up the Open AI Energy Initiative (OAI) brings together a powerful combination of partners that provide AI tools to not only today's energy industry but also ...

Feb 2021 | Doc #lcUS47459721 | IDC Link | Tech Supplier

Japan Private Cloud Forecast, 2020−2024
$4,500
Satoshi Matsumoto

This IDC study provides market forecasts for the Japan private cloud market, taking into account the impact of and outlook for the COVID-19 pandemic as of the end of August 2020, based on the information collected by the end of August 2020.

The ...

Feb 2021 | Doc #JPE45699620 | Market Forecast | Tech Supplier

IDC Market Glance: Social Determinants of Health, 1Q21
$2,500
Cynthia Burghard

This IDC Market Glance identifies three segments of technology to support whole-person care: services, data, and workflow. There are subcategories that differentiate the role that data and workflow play. "It is heartening to see both government ...

Feb 2021 | Doc #US47444321 | Market Presentation | Tech Supplier

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