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.
IDC에서 국내 빅데이터 및 분석 리서치를 담당하고 있는 최승근 수석연구원은 "COVID-19 팬데믹을 겪으며 기업은 디지털 트랜스포메이션(DX)의 중요성뿐 아니라 AI 및 빅데이터 분석 신기술을 활용한 디지털 기반 비대면 기술의 필수성에 대해 그 어느 때보다도 깊이 인식하게 되었다. 조직은 디지털 혁신을 가속화하기 위해 클라우드 도입 및 데이터 분석 플랫폼 인프라를 강화하고, 포스트 코로나 시대를 준비함에 있어 비즈니스 ...
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 ...
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 ...
The COVID-19 pandemic has upped the ante for conversational artificial intelligence (AI). No longer a nice-to-have experiment, it is now a necessary part of the many channels of how companies interact with their customers, and increasingly ...
中国AI已真正进入行业应用遍地开花的阶段，英伟达将持续为AI时代的计算进行加速，并成为下一代数据基础设施的领导者。
IDC中国助理研究总监卢言霞表示："从基础的开发库、工具链上，从数据准备到模型训练到推理的数据处理全过程，从底层硬件编程平台到上层端到端的应用，英伟达均有全面布局，为开发者提供了完善、便捷、灵活、易上手的AI开发平台。"
This IDC PlanScape identifies the main drivers (why), foundational elements (what), key actors (who), and business outcomes (how) involved in enhancing customer experience that helps retail organizations better respond in real time to unpredictable ...
This IDC Presentation discusses the 2021 worldwide Future of Intelligence 2021 predictions' impact on India. Each prediction is presented based on timeline projection, complexity assessment, and organizational impact on the mainstream market. ...
This IDC FutureScape provides IDC's top 10 predictions for the 2021 CIO agenda. These predictions provide a strategic context, which will enable CIOs to lead their organizations through the journey to recovery and in the next normal over ...
Based on the IDC's study on the global data and analytics market, this IDC FutureScape presents the implications of top 10 predictions in the Asia/Pacific (excluding Japan) (APEJ) region for the next five years. The predictions are presented ...
This IDC study presents the contextual awareness framework that serves as the vision of how organizations should think about data as it relates to contextual awareness, and how technology should be used to harness data for contextualized ...
This IDC Perspective takes a look at WekaIO and its WekaFS parallel file system platform, discussing both its technical differentiators and its go-to-market strategy. The unstructured storage market is undergoing significant change right ...
本プレゼンテーションは世界と国内のデータ管理／アナリティクス市場における、2021年～2026年のITに関する主要な10項目の予測（Predictions）について記載する。新型コロナウイルス感染症（COVID-19）の感染拡大の影響によって、企業のデジタルトランスフォーメーション（DX）、消費者／ビジネスバイヤーのデジタルシフトが進む中、国内のデータ管理／アナリティクス環境は急速に変化しており、これに伴う市場の変化も急速である。
IDC Japanのグループディレクターである眞鍋 ...
This IDC Market Note discusses recent mergers and acquisitions in the healthcare technology sector and the likelihood that such activity will continue through 2021. This is driven both by the need for integrated solutions to better manage ...
This IDC study presents the vendor share of the Japan big data and analytics (BDA) software market based on its performance in 2019. IDC divides the BDA software market into three major submarkets, which are further divided into 16 functional ...
This IDC Perspective looks at IT organizations' need to rethink the capabilities of enterprise SDS. Software-defined storage (SDS) is one of the fastest-growing segments of the enterprise storage systems market, attracting greenfield customers ...
This IDC Perspective looks at data in action in the Canadian marketplace. The initial focus of this study was to assess the role that data plays in industry disruption. What we found is that Big Data and analytics, on its own, does not drive ...
本調査レポートは、国内の産業を、17区分の企業と、中央官庁、地方自治体、教育、消費者の4区分の非企業の計21の産業分野に分類し、それぞれの分野の第3のプラットフォーム支出額実績（2019年）と予測（2020年～2024年）を報告する。また、同市場を5つの従業員規模に分けて分析し、産業分野別および従業員規模別の第3のプラットフォーム支出額の予測データを提供する。本調査レポートで用いる市場予測では、2020年11月時点における新型コロナウイルス感染症（COVID-19）の影響および見通しを考慮している。IDC ...
The IDC Market Perspective presents an overview of telecommunications service provider's capital expenditure worldwide and discusses in brief the regional factors influencing the overall telecommunications service provider industry capex.
"The ...
数字政府作为数字中国的重要组成部分，是构建高水平社会主义市场经济体制的重要支撑，是践行四个全面战略布局和五大新发展理念的重要抓手，是建设社会主义现代化国家的必经途径。从政策角度出发，十九届四中全会强调要创新行政方式，提高行政效能，建设人民满意的服务型政府；十九届五中全会强调推动国家治理体系和治理能力的现代化，而建设数字政府成为了这一理念实践过程中的重要抓手与引擎。截至2020年12月，全国已有15个省级行政单位提出了数字政府相关的规划，且规划主体正由省级政府向市级政府扩展，多层次的数字政府建设正渐渐拉开帷幕。从技术角度出发，大数据、区块链、云计算、人工智能等新兴信息技术不断融合创新，全面支撑数字政府的建设，科技全方面赋能的趋势逐步凸显。从市场规模角度出发，到2024年，数字政府相关的建设中仅IT解决方案的市场规模便会达到249亿人民币，市场前景广阔，未来可期。由此可见，数字政府建设正蓄势待发，。
IDC ...
IDC最新发布的《中国人工智能软件及应用（2020上半年）跟踪》报告显示，2020上半年中国机器学习开发平台市场规模达1. 4亿美元。机器学习市场作为AI市场重要的子市场之一，未来五年内仍将增长迅速。re:Invent 2020最新发布的Amazon SageMaker新特性将能够使得开发人员和数据科学家准备、构建、训练、部署和管理机器学习模型的整个流程更具自动化和易用性。
This IDC Market Share discusses trends and vendor dynamics in the public cloud market in Western Europe.
"Public cloud is growing in double digits in Western Europe with the most important cloud providers delivering all types of public ...
This IDC Market Perspective video series episode explores China's governmental and corporate response to the COVID-19 pandemic and China's progress along the five stages of enterprise recovery. Watch as IDC President, Crawford Del Prete; ...
中国的智慧城市建设驱动力依旧遵循国家政策驱动、地方经济与产业发展带动为主、区域辐射与带动作用不断强化的宏观驱动因素；中国智慧城市的建设存在数据汇集与共享能力有待加强、业务处理流程优化空间大、城市全域感知能力有待加强的微观发展诉求。
IDC政府行业与智慧城市研究组研究经理詹墨磊表示：在全球视角下，中国的智慧城市建设在2019年已经达到了1,600亿元人民币，在国家层次排序里面位居第二位，仅次于美国。2020年，在全球疫情肆虐的情况下，中国提出的新基建、新型城镇化等系列政策，在稳定了中国疫情蔓延态势的同时，也在逐渐恢复国家经济与产业发展。未来，中国智慧城市建设进程将在"十四五"规划周期中进一步提速。从未来发展趋势上看，公共安全一直以来都是中国智慧城市建设的重点领域，未来在后疫情时代以及社会和谐发展的总体背景作用下，依旧会是智慧城市建设的主要内容之一；交通智慧化建设在交通强国战略、新基建等政策的叠加作用下，将会在智慧城市建设中占据越来越多的市场空间，未来的发展潜力巨大；应急管理、生态环境、智慧社区等细分场景的智慧化建设虽然起步较晚，但是在疫情的影响、生态文明建设的加强以及基层治理等政策要素的驱动下，在未来3-5年会有较大的增速以及广阔的市场空间。
...This IDC Survey Spotlight examines the architecture, engineering, and construction (AEC) industry, which continues to rapidly shift from siloed old technology to data-driven, digital, and model based. The building life cycle is complex and ...
本报告包括四个部分，第一部分分析了中国数据中心服务市场的整体规模、行业与区域分布和市场发展动态；第二部分分析了中国数据中心服务市场的竞争格局和主要数据中心服务商发展动态；第三部分对中国数据中心服务市场进行了预测，并分析了该市场相关的驱动和阻碍因素；第四部分提出了一些简单建议，旨在为数据中心服务商提供决策参考。
“中国数据中心服务作为数字化战略的重要基础设施，得到了市场和政策的双重推动。企业数字化转型、新冠疫情刺激云计算发展、以及新技术带来的数据量激增增加了对数据中心服务的需求。互联网和金融行业仍是2019年数据中心服务市场增长的最强劲动力，而政府、制造业、零售业等其他行业需求也增长明显。市场对节能环保、成本优化、效率提升和合理规划等方面的要求，使得中国数据中心服务商正从注重基础设施能力深入到绿色高效、智能运维、混合云管理等综合能力提升上。中国数据中心服务市场将迎来一个从重视数量到重视质量的发展阶段。”——IDC中国云和服务研究组高级研究经理刘丽辉表示。
..."The European intelligent process automation software market will grow at a CAGR of 16.7% over the next five years, with growth particularly strong in labor-centric automation," said Neil Ward-Dutton, vice president, IDC European AI and ...
This IDC Market Analysis Perspective (MAP) provides big data and analytics (BDA) software technology vendors with an overview of the BDA market, offering the information required to support planning, market intelligence, competitive intelligence, ...
This IDC Market Presentation highlights the main trends and competition landscape for Western Europe purpose-built backup appliance (PBBA) market in 3Q20.
This IDC study provides a detailed description of the methodology and taxonomy for IDC's Worldwide 3rd Platform Spending Guide for government. It should be used as a companion piece for IDC's Worldwide 3rd Platform Spending Guide for government. ...
This IDC Survey provides a high-level summary of key technology investment trends. It includes data from IDC's 2020 U.S. Enterprise Communications Services Survey.
This IDC study provides a detailed description of the methodology and taxonomy for IDC's Worldwide 3rd Platform Spending Guide for healthcare. It should be used as a companion piece for IDC's Worldwide 3rd Platform Spending Guide for healthcare. ...
This IDC study provides a detailed description of the methodology and taxonomy for IDC's Worldwide 3rd Platform Spending Guide for utilities. It should be used as a companion piece for IDC's Worldwide 3rd Platform Spending Guide for utilities. ...
This IDC study provides a detailed description of the methodology and taxonomy for IDC's Worldwide 3rd Platform Spending Guide for manufacturing. It should be used as a companion piece for IDC's Worldwide 3rd Platform Spending Guide for ...
This IDC study provides a detailed description of the methodology and taxonomy for IDC's 2020 Worldwide 3rd Platform Spending Guide for oil and gas. It should be used as a companion piece for IDC's Worldwide 3rd Platform Spending Guide for ...
This IDC Survey Spotlight looks at European businesses' strategies to achieve business resiliency. Today's volatile business environment, linked to ongoing digital transformation, has made resiliency a central characteristic of any organization ...
This Market Note examines the decision of MemSQL to rebrand as SingleStore. It considers the market background of the company and product and the factors that have led to this move.
"In the volatile IT world of the 21st century, versatility ...
This IDC Web Conference presents a discussion by IDC's Chandana Gopal on the evolving landscape of data and analytics and the impact this will have as enterprises harness data for decision support and decision automation and as a source ...
在今天的中国市场中，“数据中台”、“AI中台”概念已深入人心，也有很多行业用户对此概念存疑。IDC认为，无论是“数据中台”还是“现代数据平台”，亦或是“数据使能”、“数字化平台”等概念，核心都是帮助企业提升数字化/数据化水平，促进数据智能化应用的落地。升级之处在于，“数字化平台”强调微服务的架构来提高数据复用能力，强调降低技术门槛来促成数据自助式服务。
IDC中国助理研究总监卢言霞表示：“今天的数字化建设已经向着数据智能更进一步，但绝大部分企业仍处在市场营销智能化或客户关系管理智能化等单个环节的数据智能阶段，离规模化数据智能还有很大距离。综合过去十年中先行者的经验与教训，要推进数智化，需要行业用户在引入外部最佳数据平台的同时，从流程、人才、战略角度入手练好内功，建立强效机制促进业务部门与数字化部门的协同，不断提升数据服务能力、达成规模化智能。
...开源技术是人工智能市场发展的重要驱动力，从最早的开源框架、算法模型，到今天端到端的人工智能应用解决方案，再到开发语言，以及底层的开发平台，人工智能应用开发已不再是简单的训练算法模型，而更重要的是打造端到端的AI技术栈。本报告分析了从算力选择到训练推理框架再到算法的市场趋势及用户份额，并为如何划定目标用户群体、扩张市场份额提供参考。
IDC中国助理研究总监卢言霞表示：“近2年，越来越多的传统企业开始进行智能化升级，或者加大内部AI研发力量的投入，为AI框架应用带来新的机会。有计划或者新发布开源框架的企业，可以从选定高潜力的应用场景、推出能够落地到生产环境的算法模型、软硬一体技术栈高度优化、寻找新兴用户这四个方面着手获得更高市场份额。”
...该IDC厂商概况介绍并评估了微软公司在中国的现代数据平台战略、提供的产品组合、解决方案以及典型案例。微软公司面向数据智能化趋势，为企业提供灵活、具备一致性体验的数据平台解决方案，并将行业智能化转型实践积累带给客户，帮助企业充分实现数据智能。
本調査レポートは、「IDC MaturityScape：データエクセレンス」について解説する。IT部門が、企業のデジタルトランスフォーメーション（DX）の実現に必要な、データエクセレンスを効果的に実行するためのステップ、重要な対策、結果の評価、およびアクションを示している。また本調査レポートでは、ビジネスおよびテクノロジーの責任者が、DXの主要5分野についてサポートの強化が必要な領域を特定できるようにする。「IDC MaturityScape：データエクセレンス」によって、企業は自身の能力と成熟度を評価し、短期および長期の目標と改善計画を策定することが可能である。企業の幹部は、自社の潜在的なデータ資産の活用と管理を行う上での優先順位やガイダンスを包括的に取得することが可能である。また、ビジネス指向の企業目標を達成するためのデータ駆動型の意思決定に向けた、業界全体に対する自社の成熟度を測る際の客観的基準となる。
「情報からの人間の学習とデータからの機械学習で学習方法は異なるが、知識とインサイトの管理である学習は人間とマシンの緊密なコラボレーションによるプロセスとして複合的になりつつある」とIDC ...
The EPM applications forecast in this study concludes the following:
- The total European market accounts for 8.1% of the total enterprise resource management (ERM) spend in the region for 2019, and it is expected to reach $2 billion ...
This IDC PeerScape provides insight into the best practices related to the implementation and use of data catalog software within the context of data enablement in an organization. Users of data catalogs are a part of how IDC defines data-native ...
Banks and other financial institutions across the world have long identified data as being the key to unlock their hidden potential, which can lead to improvements in revenue, capabilities, and performance. However, a significant number ...
This IDC Survey Spotlight looks at the impact of the COVID-19 pandemic on organizations' perceptions of shortcomings in their analytic and artificial intelligence/machine learning models. More than half of organizations think they have inadequacies ...