Planned Research

IDC's planned research provides a preview of upcoming research documents along with projected delivery dates. Research schedules are reviewed on a regular basis and research documents will be added and/or removed in response to market events.

Please note: Research schedules are subject to change.

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'IDC's Worldwide Converged Systems Taxonomy, 2021

Planned for CY2021 Q1 Taxonomy Tech Supplier

Topic:
Software, Hardware, Storage, Global IT and economic markets, Cloud computing
2020 HCM buyer actions and plans

Planned for CY2021 Q1 IDC Survey Spotlight Tech Supplier

Analyst:
Topic:
Software, Services, Project-oriented engagement services
2020 IDC Supply Chain Survey Findings

Planned for CY2021 Q1 IDC Survey Tech Supplier

Analyst:
2020 North America Large Format Printer Market Shares

Planned for CY2021 Q1 Market Share Tech Supplier

Product name:
Analyst:
Topic:
Hardware
2020 Production vendor shares

Planned for CY2021 Q1 Market Share Tech Supplier

Product name:
Analyst:
Topic:
Hardware
2020 Q4 Key Services Market Events

Planned for CY2021 Q1 Market Presentation Tech Supplier

Topic:
Services
2020H2 DevOps, Developer, & Cloud Platform Events

Planned for CY2021 Q1 Market Presentation Tech Supplier

Topic:
Software, Big data, Services, Cloud computing, Mobility
2020H2 European Intelligent Application Services Events

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Software, Services, Life-cycle services, Cloud computing, Mobility, Cognitive/artificial intelligence
2021 Update to Pricing in the Worldwide Services Market

Planned for CY2021 Q1 Market Perspective Tech Supplier

Product name:
Topic:
Services
2021年 国内クライアント仮想化市場 ユーザー動向分析調査

Planned for CY2021 Q1 IDC Survey Tech Supplier

Topic:
Software, Hardware, Enterprise client device
2021年 国内ローコード/ノーコードプラットフォーム市場動向:開発の民主化に向けて動き出した国内市場

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Software
2021年 国内企業のFuture Enterprise動向調査:世界の企業との比較(Wave 1:2021年1月調査)

Planned for CY2021 Q1 IDC Survey Tech Supplier

Product name:
Japan 5G Client Solutions and Adoption Strategies (Japanese Version), Japan Storage Systems (Japanese Version), Japan Storage Systems with Vertical Views (Japanese Version with Key English Language Reports), Japan Hyperconverged Infrastructure Trends and Strategies (Japanese Version), Japan Internet of Things and OT Security (Japanese Version with Key English Language Reports), Japan Security Products and Services (Japanese Version with Key English Language Reports), Japan Multicloud Data Management and Protection (Japanese Version with Key English Language Reports), Japan IT Services Opportunities and Contenders (Japanese Version with Key English Language Reports), Japan Storage Systems (Japanese Version with Key English Language Reports), Japan Services (Japanese Version with Key English Language Reports), Japan Datacenter Facility and Colocation Strategies (Japanese Version with Key English Language Reports), Japan Office Print and Solutions (Japanese Version with Key English Language Reports), Japan Enterprise Infrastructure Business Strategies (Japanese Version), Japan Services (Japanese Version), Japan Cloud Services (Japanese Version with Key English Language Reports), Japan Office Print and Solutions (Japanese Version), Japan Internet of Things: Infrastructure and the Intelligent Edge (Japanese Version with Key English Language Reports), Japan Future of Workstyle (Japanese Version), Japan Artificial Intelligence Systems and Strategies (Japanese Version with Key English Language Reports), Japan 3rd Platform and Digital Transformation Trends by Vertical (Japanese Version with Key English Language Reports), Japan Internet of Things Ecosystem and Trends: Data Strategies (Japanese Version), Japan Future of Workstyle (Japanese Version with Key English Language Reports), Japan Internet of Things: Infrastructure and the Intelligent Edge (Japanese Version), Japan Network Services (Japanese Version with Key English Language Reports), Japan Cloud Services (Japanese Version), Japan Enterprise Infrastructure Business Strategies (Japanese Version with Key English Language Reports), Japan Storage Solutions with Vertical Views (Japanese Version), Japan Network Infrastructure Strategies (Japanese Version), Japan Network Infrastructure Strategies (Japanese Version with Key English Language Reports), Japan Storage Solutions (Japanese Version), Japan Storage Solutions (Japanese Version with Key English Language Reports), Japan Multicloud Data Management and Protection (Japanese Version), Japan Applications and Customer Experience Strategies (Japanese Version), Japan Virtual Client Computing (Japanese Version with Key English Language Reports), Japan DevOps and Cloud Application Platforms (Japanese Version), Japan Applications and Customer Experience Strategies (Japanese Version with Key English Language Reports), Japan Hyperconverged Infrastructure Trends and Strategies (Japanese Version with Key English Language Reports), Japan Enterprises and SMB IT Spending Trends (Japanese Version), Japan Network Services (Japanese Version), Japan Artificial Intelligence Systems and Strategies (Japanese Version), Japan Enterprises and SMB IT Spending Trends (Japanese Version with Key English Language Reports), Japan Digital Services and Industry Cloud (Japanese Version), Japan Datacenter Facility and Colocation Strategies (Japanese Version), Japan Internet of Things Ecosystem and Trends: Data Strategies (Japanese Version with Key English Language Reports), Japan Digital Transformation Strategies (Japanese Version), Japan Storage Systems with Vertical Views (Japanese Version), Japan Internet of Things and OT Security (Japanese Version), Japan 5G Client Solutions and Adoption Strategies (Japanese Version with Key English Language Reports), Japan Storage Solutions with Vertical Views (Japanese Version with Key English Language Reports), Japan DevOps and Cloud Application Platforms (Japanese Version with Key English Language Reports), Japan 3rd Platform and Digital Transformation Trends by Vertical (Japanese Version), Japan Virtual Client Computing (Japanese Version), Japan IT Services Opportunities and Contenders (Japanese Version), Japan Digital Services and Industry Cloud (Japanese Version with Key English Language Reports), Japan Digital Transformation Strategies (Japanese Version with Key English Language Reports), Japan Security Products and Services (Japanese Version)
Topic:
Software, Security software, Big data, Cloud services, Hardware, Storage, Mobile phone, Enterprise client device, Enterprise network infrastructure, Security products, Security appliance, Small and medium-sized business, Telecommunications, Telecommunications infrastructure, Enterprise mobility, Services, Cloud computing, Social business, Mobility, Internet of things, Cognitive/artificial intelligence, Digital transformation, Innovation accelerators, Security and privacy, COVID-19
2021年 国内企業のエンタープライズインフラのシステムタイプ別トレンド分析

Planned for CY2021 Q1 IDC Survey Tech Supplier

Topic:
Hardware, Cloud computing
3D Printing: Shaping Africa's Future

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Software, Big data, Big data analytics and discovery, Hardware, Storage and the cloud, Telecom, broadband and video, Telecommunications, Enterprise mobility, Global IT and economic markets, Cloud computing, Mobility, Internet of things, 3D printer, Digital transformation, Blockchain, Innovation accelerators
5 Open Source Project Categories to Watch Carefully

Planned for CY2021 Q1 Market Perspective Tech Supplier

Product name:
Analyst:
Topic:
Software, Big data, Cloud computing, Mobility
5G Americas' 2020 Analyst Forum: Upbeat on 2020 Progress But More Work Ahead on Standards, Ancillary Technologies, and Expectation Management

Planned for CY2021 Q1 Market Note Tech Supplier

Topic:
Mobile phone, Enterprise mobility, Mobility, Mobile consumer
5G Enterprise Private Networks Opportunity

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Telecommunications, Telecommunications infrastructure, Enterprise mobility, Services, Life-cycle services, Mobility
5G Operational Readiness: AWS Telecom Strategy

Planned for CY2021 Q1 Market Note Tech Supplier

Analyst:
Topic:
Cloud services, Telecommunications, Cloud computing, Internet of things
5G Operational Readiness: Ciena Blue Planet Orchestration and Inventory Solution

Planned for CY2021 Q1 Market Note Tech Supplier

Analyst:
Topic:
Cloud services, Telecommunications, Cloud computing, Internet of things
5G Operational Readiness: Ericsson 5G Orchestration and Monetization

Planned for CY2021 Q1 Market Note Tech Supplier

Analyst:
Topic:
Cloud services, Telecommunications, Cloud computing, Internet of things
5G Operational Readiness: Netcracker 5G Orchestration and Monetization

Planned for CY2021 Q1 Market Note Tech Supplier

Analyst:
Topic:
Cloud services, Telecommunications, Cloud computing, Internet of things
5G Operational Readiness: Oracle 5G Orchestration and Monetization

Planned for CY2021 Q1 Market Note Tech Supplier

Analyst:
Topic:
Cloud services, Telecommunications, Cloud computing, Internet of things
5G Revenue Strategies for U.S. Operators

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Mobile phone, Enterprise mobility, Mobility, Mobile consumer
5G Wireless in Canada Update, 2021

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Telecommunications, Internet of things
5G in Europe: Why the Network Technology Matters in a Digitalizing Economy

Planned for CY2021 Q1 Web Conference Proceeding: Tech Buyer Tech Buyer

Analyst:
Topic:
Enterprise mobility, Mobility
5G in European Enterprises 2020

Planned for CY2021 Q1 Market Presentation Tech Supplier

Analyst:
Topic:
Enterprise mobility, Mobility
5G in Germany

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Enterprise mobility, Mobility
5G in UK: Country Profile

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Enterprise mobility, Mobility
5G vs 4G Devices Procurement in Enterprises

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Enterprise mobility, Mobility
5G's Next Frontier: Software & App Development

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Mobile phone, Enterprise mobility, Mobility, Mobile consumer
A CDO's Guide to Managing Data Analytics Professionals in APeJ

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Software, Big data, Hardware, Services, Cognitive/artificial intelligence, Innovation accelerators
A CX Battleground for Manufacturing: The Smart Home

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Software, Enterprise social software, Social business, Mobility
A Guide to the Canadian Artificial Intelligence Landscape, 2021

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Software, Cognitive/artificial intelligence, Innovation accelerators
A Look Back at Impact of COVID on Managed Services and What to Expect Next

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Cloud services, Services, Outsourcing engagement services, Cloud computing
A Quantum Update in Worldwide Banking

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Analyst:
A new structure for the COO organization

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Applications
A/NZ COVID-19 impact on Cyber-Security investment

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Software, Security software, Security products, Mobile security, Security appliance, Governance, risk and compliance infrastructure, Services, Internet of things, Blockchain, Innovation accelerators, Security and privacy
A/NZ Future of Intelligence: Artificial Intelligence Heat Map 2020

Planned for CY2021 Q1 Market Presentation Tech Supplier

Analyst:
Topic:
Big data, Cloud services, Services, Cloud computing, Mobility
A/NZ Future of Intelligence: RPA Trends Shaping the

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Software, Big data, Services, Cloud computing, Social business, Mobility, Cognitive/artificial intelligence, Innovation accelerators
A/NZ Future of Intelligence: Regulatory Update on Privacy Regulations and Compliance and COVID-19 contact tracing a year on

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Software, Big data, Services, Cloud computing, Social business, Mobility, Cognitive/artificial intelligence, Innovation accelerators
A/NZ SD-WAN Market Landscape 2020

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Software, Security software, Security products, Mobile security, Security appliance, Governance, risk and compliance infrastructure, Services, Internet of things, Blockchain, Innovation accelerators, Security and privacy
A/NZ Secure Remote Access Trends in the Future of Work

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Software, Security software, Security products, Mobile security, Security appliance, Governance, risk and compliance infrastructure, Services, Internet of things, Blockchain, Innovation accelerators, Security and privacy
A/NZ Workplace Transformation Post COVID 19

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Software, Digital transformation
AI + IA Convergence

Planned for CY2021 Q1 Market Presentation Tech Supplier

Topic:
Software
AI Advancement in Knowledge Management

Planned for CY2021 Q1 IDC Survey Spotlight Tech Supplier

Analyst:
Topic:
Software
AI Enabled Business Process Optimisation in Mining

Planned for CY2021 Q1 IDC Perspective Tech Buyer

AI Implementations: A Decision Framework

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Analyst:
Topic:
Software, Big data, Cognitive/artificial intelligence, Innovation accelerators
AI Processing in the Vehicle: Driving Advances in Edge and Endpoint AI Technology

Planned for CY2021 Q1 Market Presentation Tech Supplier

Analyst:
Topic:
Consumer, Big data, Hardware, Semiconductor, Cloud computing, Mobility, Digital transformation
AI at the edge

Planned for CY2021 Q1 Market Perspective Tech Supplier

Product name:
Analyst:
Topic:
Software, Big data, Services, Cloud computing
AI by vertical

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
AI for Infrastructure HA

Planned for CY2021 Q1 Technology Assessment Tech Supplier

Analyst:
Topic:
Big data, Hardware, Storage, Cognitive/artificial intelligence, Innovation accelerators
AI is the New UI

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Software
AI strategy is a data strategy for ISVs

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Software, Cloud services, Cloud computing
AI-Infused Business Intelligence Vendor Spotlight - IBM

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Software, Big data, Big data analytics and discovery
AI-Infused Business Intelligence Vendor Spotlight - Microsoft

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Software, Big data, Big data analytics and discovery
AI-Infused Business Intelligence Vendor Spotlight - Oracle

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Software, Big data, Big data analytics and discovery
AI-Infused Business Intelligence Vendor Spotlight - SAP

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Software, Big data, Big data analytics and discovery
AI-Infused Business Intelligence Vendor Spotlight - Tableau

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Software, Big data, Big data analytics and discovery
AI-Powered Automation Strategy

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Analyst:
Topic:
Big data, Cognitive/artificial intelligence, Innovation accelerators
AI-driven Intelligent Enterprise Wifi Strategies - Software-defined LAN

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Cloud services, Telecommunications, Cloud computing, Digital transformation
AI/ML Use Cases in Telco Services

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Telecommunications, Mobility
AI: The European Services Market Opportunity

Planned for CY2021 Q1 Market Presentation Tech Supplier

Topic:
Services
APM Providers integrating RASP

Planned for CY2021 Q1 Market Note Tech Supplier

Analyst:
Topic:
Software, Application development and deployment, Security software, Hardware, Cloud computing, Security and privacy
APeJ Customer Empathy Tech Index

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Digital transformation
AR/VR Report CES 2021

Planned for CY2021 Q1 Market Note Tech Supplier

Topic:
Software, Consumer, Applications, Hardware, Mobile phone, Online gaming, Mobile consumer devices, Mobility, Wearables, Augmented and virtual reality, Innovation accelerators
ARM Computing Ecosystem Assessment

Planned for CY2021 Q1 Market Presentation Tech Supplier

Analyst:
Topic:
Big data, Hardware, Servers, Cloud computing
AT&T 4Q20 and FY2020 Earnings Results Analysis

Planned for CY2021 Q1 Market Note Tech Supplier

Topic:
Consumer, Mobile phone, Small and medium-sized business, Telecom, broadband and video, Telecommunications, Unified communications and collaboration, Enterprise mobility, Cloud computing, Mobility, Mobile consumer
AWS Cloud Management, Governance and Automation Strategy Update

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Cloud computing
AWS RDS Data Protection Considerations

Planned for CY2021 Q1 Market Note Tech Supplier

Topic:
Big data, Hardware, Storage, Cloud computing
AWS Re:Invent 2020 - ASEAN Perspective

Planned for CY2021 Q1 Market Note Tech Supplier

Analyst:
Topic:
Software, Hardware, Services, Cloud computing
AWS, Microsoft & Google: What Buyers Need to Know About their Services Ambitions

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Analyst:
Topic:
Cloud services, Services, Cloud computing, Digital transformation
AaS AI Plane

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Big data, Hardware, Storage, Cognitive/artificial intelligence, Innovation accelerators
Accelerate the SaaS journey with AWS SaaS Boost

Planned for CY2021 Q1 Market Presentation Tech Supplier

Topic:
Software, Cloud services, Cloud computing
Accelerated adoption of cloud in Corporate Banking

Planned for CY2021 Q1 IDC Survey Tech Supplier

Analyst:
Accenture Network Security Services

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Telecommunications, Telecommunications infrastructure, Enterprise mobility, Services, Life-cycle services, Mobility
Accenture and 5G

Planned for CY2021 Q1 Market Perspective Tech Supplier

Topic:
Telecommunications, Telecommunications infrastructure, Enterprise mobility, Services, Life-cycle services, Mobility
Accessibility, Automation, Innovation: Establishing Virtual and Mobility Capabilities for Public Sector Organizations

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Mobility, COVID-19
Achieving smart and sustainable urban development through building smart city in Kuching, Malaysia

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Adapting to Supply Chain Shocks Occasioned by COVID-19

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Software, Big data, Big data analytics and discovery, Hardware, Storage and the cloud, Telecom, broadband and video, Telecommunications, Enterprise mobility, Global IT and economic markets, Cloud computing, Mobility, Internet of things, 3D printer, Digital transformation, Blockchain, Innovation accelerators
Adobe progresses with more innovations and acquisitions

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Analyst:
Topic:
Software, Enterprise social software, Social business, Mobility
Agility Needed More than Ever to Resond to Ongoing Data and Analytics Changes

Planned for CY2021 Q1 IDC Survey Spotlight Tech Supplier

Topic:
Software, Big data, Big data analytics and discovery
Aligning Alliances with Agile Development and Overcoming Communication Barriers for Greater Success

Planned for CY2021 Q1 Market Presentation Tech Supplier

Product name:
Analyst:
Topic:
Software, Partnering and alliances
All Flash Arrays Workload Trends

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Topic:
Software, Hardware, Services, Cloud computing
All-Flash Object-Based Storage: A New Niche

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Product name:
Topic:
Hardware, Storage
Ambitious Okta Acquires Ally Auth0

Planned for CY2021 Q1 Mergers, Acquisitions and/or Divestitures Tech Supplier

Analyst:
Topic:
Software, System infrastructure software, Security software, Big data, Security products, Mobile security, Security appliance, Governance, risk and compliance infrastructure, Mobility, Security and privacy
An Update on COVID-19's Impact on Business Process Outsourcing and Business Consulting Services Spend

Planned for CY2021 Q1 IDC Survey Spotlight Tech Supplier

Topic:
Services, Project-oriented engagement services, Outsourcing engagement services
Analysis of the impact of covid-19 outbreak on China's healthcare ICT market

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Global IT and economic markets, COVID-19
Annual U.S. Consumer Services & Subscriptions Deep Dive

Planned for CY2021 Q1 IDC Survey Tech Supplier

Analyst:
Topic:
Consumer, Hardware, Storage, PCD monitor, Hardcopy peripherals, Security products, Mobile consumer devices, Telecommunications, Internet of things, Wearables
Apparel Retail Survey Results

Planned for CY2021 Q1 IDC Survey Tech Supplier

Analyst:
Apple Earnings Report Analysis CY21 Q1

Planned for CY2021 Q1 Financial Announcement Tech Supplier

Product name:
Analyst:
Topic:
Hardware, Personal computing devices
Apple Earnings Summary CY21 Q1

Planned for CY2021 Q1 Event Tech Supplier

Product name:
Topic:
Mobile phone, Mobility
Apple Launches (Finally) the 5G iPhone: Will It Move the 5G Adoption Needle?

Planned for CY2021 Q1 News Response Tech Supplier

Analyst:
Topic:
Mobile phone, Enterprise mobility, Mobility, Mobile consumer
Application Modernization imperative in APeJ

Planned for CY2021 Q1 Tech Buyer Presentation Tech Buyer

Topic:
Cloud services, Services, Project-oriented engagement services, Outsourcing engagement services, Solution services, Life-cycle services, Cloud computing
Applications of Digital Engineering

Planned for CY2021 Q1 IDC Perspective Tech Buyer

Analyst:
Artificial Intelligence Roadmaps and Stategies in Australian and New Zealand Businesses, 2020

Planned for CY2021 Q1 Market Presentation Tech Supplier

Topic:
Software, Big data, Services, Cloud computing, Social business, Mobility, Cognitive/artificial intelligence, Innovation accelerators
Artificial Intelligence Use Cases for European SMBs

Planned for CY2021 Q1 IDC Survey Spotlight Tech Supplier

Topic:
Small and medium-sized business
Artificial Intelligence in the Nordics 2020

Planned for CY2021 Q1 Market Perspective Tech Supplier

Analyst:
Topic:
Big data, Big data analytics and discovery, Cloud services, Telecommunications, Services, Cloud computing, Internet of things
Asia Pacific Excluding Japan Whole Cloud Forecast, 2020-2024

Planned for CY2021 Q1 Market Forecast Tech Supplier

Topic:
Software, Hardware, Services, Cloud computing
Asia/Pacific (Excluding Japan) Integration and API Management Market Forecast

Planned for CY2021 Q1 Market Forecast Tech Supplier

Analyst:
Topic:
Software, Application development and deployment, Big data, Services, Life-cycle services, Cloud computing, Mobility, Cognitive/artificial intelligence, Innovation accelerators
Asia/Pacific (Excluding Japan) Integration and API Management Vendor Shares

Planned for CY2021 Q1 Market Share Tech Supplier

Analyst:
Topic:
Software, Application development and deployment, Big data, Services, Life-cycle services, Cloud computing, Mobility, Cognitive/artificial intelligence, Innovation accelerators
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