Report ID : AMR1004283 | Industries : ICT | Published On :December 2023 | Page Count : 212
Global Compliance Data Management Market Size, Trends and Growth Opportunity, By Component (Solutions, Services), Deployment Type (On-Premises, Cloud), Organization Size (Large Businesses, Small and Medium-Sized Businesses), Function (Information Technology, Finance, Human Resources), Vertical (Retail and Consumer Goods, Government, Banking, Financial Services and Insurance, Healthcare, Manufacturing, Telecom and IT, Energy and Utilities, Transportation and Logistics, Construction and Engineering, Mining and Natural Resources, Others) By Region and forecast till 2030.
Global Compliance Data Management Market
Global Compliance Data Management Market was valued at USD 3.07 billion in 2022 and is slated to reach USD 13.67 billion by 2030 at a CAGR of 20.52% from 2023-2030.
Conformity Data management is the practice of maintaining regulatory compliance on the data used within an organization or organization for it to keep its business practices following legal regulations. It is also the practice of ensuring the security and privacy of data. This compliance management includes data access, processing, and storage that is targeted to certain data types. Better decision-making, increased operational efficiency, improved data understanding and lineage, higher data quality, regulatory compliance, and more income are all benefits of compliant data management.
Market Drivers
A rise in data usage was also prompted by the pandemic. Government-imposed lockdowns have caused enterprises in a wide range of end-user industries, especially telecom companies in emerging countries, to experience an increase in data consumption. Organizations with a successful data governance program have fared much better during such times than those without one. According to Cisco, everyday data production is five quintillion bytes. It thus generates the need for a data governance solution to ensure that an organization's information assets are formally, accurately, pro-actively, and efficiently managed across the enterprise to preserve its trust and responsibility. As a result, systems for compliance data management have come under direct scrutiny. A rise in IoT use across a variety of industries, including IT & telecom, retail, and healthcare, is also projected to raise the requirement for the compliance data management market. Cisco estimates that there will be more than 50 billion smart-connected devices worldwide by the end of the year. The data so obtained from these devices can be used to analyze customer transaction trends. The productivity of a company's commercial items may be better understood with this data. Global market demand is predicted to increase with the adoption of IoT devices and applications across a variety of end-user sectors.
Market Restraints
The market's expansion will be severely hampered by a lack of uniform regulations and protocols as well as problems caused by inconsistent policy structures for integrating data from data silos. Data aggregation from many data sources can present challenges for organizations, particularly centralized enterprises when trying to monetize data assets. Organizations are using fewer personal computers and physical assets as a result of the growing bring your device (BYOD) trend on company property. The expense of cyberattacks related to such devices can therefore have a significant impact on firms as more and more people do work-related activities on their own devices.
Impact of COVID-19
Many organizations have expedited their digital transformation initiatives in response to the shift to distant work and the requirement for social distance. As businesses look to manage compliance-related tasks remotely, there is a rising demand for digital solutions and cloud-based platforms, including compliance data management systems. Organizations are navigating additional health and safety regulations, travel restrictions, supply chain interruptions, and other problems as a result of the pandemic, which has raised their attention on regulatory compliance. The adoption of compliance data management solutions to assure adherence to regulatory requirements may be prompted by this emphasis on compliance. Budget restrictions have been brought on by the pandemic's economic effects on numerous organizations. This can cause planned expenditures in compliance data management systems to be postponed or canceled, or it might cause people to favor less expensive options. Additionally, some businesses could prioritize expenditure on short-term operating requirements above long-term compliance measures. Depending on the industry, COVID-19 may have varying effects on the market for compliance data management. For instance, heightened regulatory requirements during the pandemic may result in increased demand for compliance data management solutions in industries like healthcare and pharmaceuticals. On the other side, sectors like hospitality and travel may experience difficulties as a result of scaled-back operations and budgetary restrictions.
Recent Development
Askdata, a company that offers search-driven analytics, was acquired by SAP in 2022. By acquiring Askdata, SAP expanded its ability to help organizations use AI-driven natural language searches to make better decisions. Users are given the flexibility to read, engage with, and contribute to real-time data to optimize business insights.
The partnership between IBM and SAP to facilitate clients' adoption of a hybrid cloud strategy and the migration of mission-critical workloads from SAP solutions to the cloud for regulated and unregulated industries was announced in 2022.
Market Segmentation
Global Compliance Data Management Market is segmented into By Component, Deployment Type, Organization Size, Function, and Vertical. By Components such as Solutions, Services. By Deployment Type such as On-Premises, Cloud. By Organization Sizes such as Large Businesses, Small and Medium-Sized Businesses. By Functions such as Information Technology, Finance, and Human Resources. By Vertical such as Retail and Consumer Goods, Government, Banking, Financial Services and Insurance, Healthcare, Manufacturing, Telecom and IT, Energy and Utilities, Transportation and Logistics, Construction and Engineering, Mining and Natural Resources, and Others.
Regional Analysis
Global Compliance Data Management Market is segmented into five regions Americas, Europe, Asia-Pacific, and the Middle East & Africa. North America controlled the market. The growth in the demand for current, correct information as well as the requirement for risk management solutions can be attributed to the expansion of the regional market. Digital transformation is highly valued by many companies in the region, including IBM, Oracle, and Amazon Web Service, among others. These companies are typically recognized as early adopters of cutting-edge technologies. Due to the use of big data and the area's rising industrial verticals, the Asia-Pacific region is predicted to develop at the quickest CAGR over the forecast period. The increased popularity of cloud computing and the resulting desire to improve SMBs' and large companies' operational performance is also projected to stimulate demand.
Key Players
This report includes a list of numerous Key Players, namely Cisco Systems Inc., (U.S.), SAS Institute Inc. (U.S.), SAP SE (U.S.), Informatica Inc. (U.S.), Oracle (U.S.), Alex Solutions (Australia), Microsoft (U.S.), Open Text (U.K.), Collibra (U.S.), IBM (U.S.).
Market Taxonomy
By Component
• Solutions
• Services
• Professional Services
• Manageged Services
By Deployment Model
• On-premises
• Cloud
By Organization Size
• Small and Medium-Sized Enterprises (SMEs)
• Large Enterprises
By Function
• Finance
• Human Resources
• Information Technology
By Vertical
• Banking, Financial Services and Insurance
• Retail and Consumer Goods
• Government
• Healthcare
• Manufacturing
• Telecom and IT
• Energy and Utilities
• Construction and Engineering
• Mining and Natural Resources
• Transportation and Logistics
• Others
By Region
• North America
o U.S.
o Canada
o Mexico
• Latin America
o Brazil
o Argentina
o Colombia
o Peru
o Chile
o Venezuela
o Rest of Latin America
• Europe
o Germany
o France
o UK
o Russia
o Italy
o Spain
o Rest of Europe
• Asia Pacific
o China
o Japan
o India
o South Korea
o Australia
o New Zealand
o Singapore
o Malaysia
o Rest of Asia Pacific
• Middle East & Africa
o Saudi Arabia
o UAE
o Egypt
o Kuwait
o South Africa
o Rest Middle East & Africa
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Global Compliance Data Management Market
1 Introduction
1.1 Objective of the Study
1.2 Market definition
1.3 Market Scope
2 Research Methodology
2.1 Data Mining
2.2 Validation
2.3 Primary Interviews
2.4 List of Data Sources
3 Executive Summary
4 Global Compliance Data Management Market Outlook
4.1 Overview
4.2 Market Dynamics
4.2.1 Drivers
4.2.2 Restraints
4.2.3 Opportunities
4.2.4 Cumulative Impact due to recent Energy Crisis
4.2.5 Cumulative Impact due to nearing Economic Downturn
4.2.6 Post Covid-19 World Supply and Demand Conditions
4.2.7 Cumulative Impact of Russia-Ukraine Conflict
4.3 Porters Five Force Model
4.4 Value Chain Analysis
5 Global Compliance Data Management Market, By Component
5.1 Y-o-Y Growth Comparison, By Component
5.2 Global Compliance Data Management Market Share Analysis, By Component
5.3 Global Compliance Data Management Market Size and Forecast, By Component
5.3.1 Solutions
5.3.2 Services
5.3.3 Professional Services
5.3.4 Manageged Services
6 Global Compliance Data Management Market, By Deployment Model
6.1 Y-o-Y Growth Comparison, By Deployment Model
6.2 Global Compliance Data Management Market Share Analysis, By Deployment Model
6.3 Global Compliance Data Management Market Size and Forecast, By Deployment Model
6.3.1 On-premises
6.3.2 Cloud
7 Global Compliance Data Management Market, By Organization Size
7.1 Y-o-Y Growth Comparison, By Organization Size
7.2 Global Compliance Data Management Market Share Analysis, By Organization Size
7.3 Global Compliance Data Management Market Size and Forecast, By Organization Size
7.3.1 Small and Medium-Sized Enterprises (SMEs)
7.3.2 Large Enterprises
8 Global Compliance Data Management Market, By Function
8.1 Y-o-Y Growth Comparison, By Function
8.2 Global Compliance Data Management Market Share Analysis, By Function
8.3 Global Compliance Data Management Market Size and Forecast, By Function
8.3.1 Finance
8.3.2 Human Resources
8.3.3 Information Technology
9 Global Compliance Data Management Market, By Vertical
9.1 Y-o-Y Growth Comparison, By Vertical
9.2 Global Compliance Data Management Market Share Analysis, By Vertical
9.3 Global Compliance Data Management Market Size and Forecast, By Vertical
9.3.1 Banking, Financial Services and Insurance
9.3.2 Retail and Consumer Goods
9.3.3 Government
9.3.4 Healthcare
9.3.5 Manufacturing
9.3.6 Telecom and IT
9.3.7 Energy and Utilities
9.3.8 Construction and Engineering
9.3.9 Mining and Natural Resources
9.3.10 Transportation and Logistics
9.3.11 Others
10 Global Compliance Data Management Market, By Region
10.1 Global Compliance Data Management Market Share Analysis, By Region
10.2 Global Compliance Data Management Market Share Analysis, By Region
10.3 Global Compliance Data Management Market Size and Forecast, By Region
11 North America Compliance Data Management Market Analysis and Forecast (2023-2030)
11.1 Introduction
11.2 North America Compliance Data Management Market Share Analysis, By Component
11.3 North America Compliance Data Management Market Size and Forecast, By Deployment Model
11.4 North America Compliance Data Management Market Size and Forecast, By Organization Size
11.5 North America Compliance Data Management Market Size and Forecast, By Function
11.6 North America Compliance Data Management Market Size and Forecast, By Vertical
11.7 North America Compliance Data Management Market Size and Forecast, By Country
11.7.1 U.S.
11.7.1.1 Market Size and Forecast, By Component
11.1.1.2 Market Size and Forecast, By Deployment Model
11.7.1.3 Market Size and Forecast, By Organization Size
11.7.1.4 Market Size and Forecast, By Function
11.7.1.5 Market Size and Forecast, By Vertical
11.7.2 Canada
11.7.2.1 Market Size and Forecast, By Component
11.1.2.2 Market Size and Forecast, By Deployment Model
11.7.2.3 Market Size and Forecast, By Organization Size
11.7.2.4 Market Size and Forecast, By Function
11.7.2.5 Market Size and Forecast, By Vertical
11.7.3 Mexico
11.7.3.1 Market Size and Forecast, By Component
11.1.3.2 Market Size and Forecast, By Deployment Model
11.7.3.3 Market Size and Forecast, By Organization Size
11.7.3.4 Market Size and Forecast, By Function
11.7.3.5 Market Size and Forecast, By Vertical
12 Europe Compliance Data Management Market Analysis and Forecast (2023-2030)
12.1 Introduction
12.2 Europe Compliance Data Management Market Share Analysis, By Component
12.3 Europe Compliance Data Management Market Size and Forecast, By Deployment Model
12.4 Europe Compliance Data Management Market Size and Forecast, By Organization Size
12.5 Europe Compliance Data Management Market Size and Forecast, By Function
12.6 Europe Compliance Data Management Market Size and Forecast, By Vertical
12.7 Europe Compliance Data Management Market Size and Forecast, By Country
12.7.1 Germany
12.7.1.1 Market Size and Forecast, By Component
12.1.1.2 Market Size and Forecast, By Deployment Model
12.7.1.3 Market Size and Forecast, By Organization Size
12.7.1.4 Market Size and Forecast, By Function
12.7.1.5 Market Size and Forecast, By Vertical
12.7.2 France
12.7.2.1 Market Size and Forecast, By Component
12.1.2.2 Market Size and Forecast, By Deployment Model
12.7.2.3 Market Size and Forecast, By Organization Size
12.7.2.4 Market Size and Forecast, By Function
12.7.2.5 Market Size and Forecast, By Vertical
12.7.3 UK
12.7.3.1 Market Size and Forecast, By Component
12.1.3.2 Market Size and Forecast, By Deployment Model
12.7.3.3 Market Size and Forecast, By Organization Size
12.7.3.4 Market Size and Forecast, By Function
12.7.3.5 Market Size and Forecast, By Vertical
12.7.4 Russia
12.7.4.1 Market Size and Forecast, By Component
12.1.4.2 Market Size and Forecast, By Deployment Model
12.7.4.3 Market Size and Forecast, By Organization Size
12.7.4.4 Market Size and Forecast, By Function
12.7.4.5 Market Size and Forecast, By Vertical
12.7.5 Italy
12.7.5.1 Market Size and Forecast, By Component
12.1.5.2 Market Size and Forecast, By Deployment Model
12.7.5.3 Market Size and Forecast, By Organization Size
12.7.5.4 Market Size and Forecast, By Function
12.7.5.5 Market Size and Forecast, By Vertical
12.7.6 Spain
12.7.6.1 Market Size and Forecast, By Component
12.1.6.2 Market Size and Forecast, By Deployment Model
12.7.6.3 Market Size and Forecast, By Organization Size
12.7.6.4 Market Size and Forecast, By Function
12.7.6.5 Market Size and Forecast, By Vertical
12.7.7 Rest of Europe
12.7.7.1 Market Size and Forecast, By Component
12.1.7.2 Market Size and Forecast, By Deployment Model
12.7.7.3 Market Size and Forecast, By Organization Size
12.7.7.4 Market Size and Forecast, By Function
12.7.7.5 Market Size and Forecast, By Vertical
13 Asia Pacific Compliance Data Management Market Analysis and Forecast (2023-2030)
13.1 Introduction
13.2 Asia Pacific Compliance Data Management Market Share Analysis, By Component
13.3 Asia Pacific Compliance Data Management Market Size and Forecast, By Deployment Model
13.4 Asia Pacific Compliance Data Management Market Size and Forecast, By Organization Size
13.5 Asia Pacific Compliance Data Management Market Size and Forecast, By Function
13.6 Asia Pacific Compliance Data Management Market Size and Forecast, By Vertical
13.7 Asia Pacific Compliance Data Management Market Size and Forecast, By Country
13.7.1 China
13.7.1.1 Market Size and Forecast, By Component
13.7.1.2 Market Size and Forecast, By Deployment Model
13.7.1.3 Market Size and Forecast, By Organization Size
13.7.1.4 Market Size and Forecast, By Function
13.7.1.5 Market Size and Forecast, By Vertical
13.7.2 Japan
13.7.2.1 Market Size and Forecast, By Component
13.7.2.2 Market Size and Forecast, By Deployment Model
13.7.2.3 Market Size and Forecast, By Organization Size
13.7.2.4 Market Size and Forecast, By Function
13.7.2.5 Market Size and Forecast, By Vertical
13.7.3 India
13.7.3.1 Market Size and Forecast, By Component
13.7.3.2 Market Size and Forecast, By Deployment Model
13.7.3.3 Market Size and Forecast, By Organization Size
13.7.3.4 Market Size and Forecast, By Function
13.7.3.5 Market Size and Forecast, By Vertical
13.7.4 South Korea
13.7.4.1 Market Size and Forecast, By Component
13.7.4.2 Market Size and Forecast, By Deployment Model
13.7.4.3 Market Size and Forecast, By Organization Size
13.7.4.4 Market Size and Forecast, By Function
13.7.4.5 Market Size and Forecast, By Vertical
13.7.5 Australia
13.7.5.1 Market Size and Forecast, By Component
13.7.5.2 Market Size and Forecast, By Deployment Model
13.7.5.3 Market Size and Forecast, By Organization Size
13.7.5.4 Market Size and Forecast, By Function
13.7.5.5 Market Size and Forecast, By Vertical
13.7.6 New Zealand
13.7.6.1 Market Size and Forecast, By Component
13.7.6.2 Market Size and Forecast, By Deployment Model
13.7.6.3 Market Size and Forecast, By Organization Size
13.7.6.4 Market Size and Forecast, By Function
13.7.6.5 Market Size and Forecast, By Vertical
13.7.7 Singapore
13.7.7.1 Market Size and Forecast, By Component
13.7.7.2 Market Size and Forecast, By Deployment Model
13.7.7.3 Market Size and Forecast, By Organization Size
13.7.7.4 Market Size and Forecast, By Function
13.7.7.5 Market Size and Forecast, By Vertical
13.7.8 Malaysia
13.7.8.1 Market Size and Forecast, By Component
13.7.8.2 Market Size and Forecast, By Deployment Model
13.7.8.3 Market Size and Forecast, By Organization Size
13.7.8.4 Market Size and Forecast, By Function
13.7.8.5 Market Size and Forecast, By Vertical
13.7.9 Rest of Asia
13.7.9.1 Market Size and Forecast, By Component
13.7.9.2 Market Size and Forecast, By Deployment Model
13.7.9.3 Market Size and Forecast, By Organization Size
13.7.9.4 Market Size and Forecast, By Function
13.7.9.5 Market Size and Forecast, By Vertical
14 Latin America Compliance Data Management Market Analysis and Forecast (2023-2030)
14.1 Introduction
14.2 Latin America Compliance Data Management Market Share Analysis, By Component
14.3 Latin America Compliance Data Management Market Size and Forecast, By Deployment Model
14.4 Latin America Compliance Data Management Market Size and Forecast, By Organization Size
14.5 Latin America Compliance Data Management Market Size and Forecast, By Function
14.6 Latin America Compliance Data Management Market Size and Forecast, By Vertical
14.7 Latin America Compliance Data Management Market Size and Forecast, By Country
14.7.1 Brazil
14.7.1.1 Market Size and Forecast, By Component
14.7.1.2 Market Size and Forecast, By Deployment Model
14.7.1.3 Market Size and Forecast, By Organization Size
14.7.1.4 Market Size and Forecast, By Function
14.7.1.5 Market Size and Forecast, By Vertical
14.7.2 Argentina
14.7.2.1 Market Size and Forecast, By Component
14.7.2.2 Market Size and Forecast, By Deployment Model
14.7.2.3 Market Size and Forecast, By Organization Size
14.7.2.4 Market Size and Forecast, By Function
14.7.2.5 Market Size and Forecast, By Vertical
14.7.3 Colombia
14.7.3.1 Market Size and Forecast, By Component
14.7.3.2 Market Size and Forecast, By Deployment Model
14.7.3.3 Market Size and Forecast, By Organization Size
14.7.3.4 Market Size and Forecast, By Function
14.7.3.5 Market Size and Forecast, By Vertical
14.7.4 Peru
14.7.4.1 Market Size and Forecast, By Component
14.7.4.2 Market Size and Forecast, By Deployment Model
14.7.4.3 Market Size and Forecast, By Organization Size
14.7.4.4 Market Size and Forecast, By Function
14.7.4.5 Market Size and Forecast, By Vertical
14.7.5 Chile
14.7.5.1 Market Size and Forecast, By Component
14.7.5.2 Market Size and Forecast, By Deployment Model
14.7.5.3 Market Size and Forecast, By Organization Size
14.7.5.4 Market Size and Forecast, By Function
14.7.5.5 Market Size and Forecast, By Vertical
14.7.6 Venezuela
14.7.6.1 Market Size and Forecast, By Component
14.7.6.2 Market Size and Forecast, By Deployment Model
14.7.6.3 Market Size and Forecast, By Organization Size
14.7.6.4 Market Size and Forecast, By Function
14.7.6.5 Market Size and Forecast, By Vertical
14.7.7 Rest of Latin America
14.7.7.1 Market Size and Forecast, By Component
14.7.7.2 Market Size and Forecast, By Deployment Model
14.7.7.3 Market Size and Forecast, By Organization Size
14.7.7.4 Market Size and Forecast, By Function
14.7.7.5 Market Size and Forecast, By Vertical
15 Middle East Compliance Data Management Market Analysis and Forecast (2023-2030)
15.1 Introduction
15.2 Middle East Compliance Data Management Market Share Analysis, By Component
15.3 Middle East Compliance Data Management Market Size and Forecast, By Deployment Model
15.4 Middle East Compliance Data Management Market Size and Forecast, By Organization Size
15.5 Middle East Compliance Data Management Market Size and Forecast, By Function
15.6 Middle East Compliance Data Management Market Size and Forecast, By Vertical
15.7 Middle East Compliance Data Management Market Size and Forecast, By Country
15.7.1 Saudi Arabia
15.7.1.1 Market Size and Forecast, By Component
15.7.1.2 Market Size and Forecast, By Deployment Model
15.7.1.3 Market Size and Forecast, By Organization Size
15.7.1.4 Market Size and Forecast, By Function
15.7.1.5 Market Size and Forecast, By Vertical
15.7.2 UAE
15.7.2.1 Market Size and Forecast, By Component
15.7.2.2 Market Size and Forecast, By Deployment Model
15.7.2.3 Market Size and Forecast, By Organization Size
15.7.2.4 Market Size and Forecast, By Function
15.7.2.5 Market Size and Forecast, By Vertical
15.7.3 Egypt
15.7.3.1 Market Size and Forecast, By Component
15.7.3.2 Market Size and Forecast, By Deployment Model
15.7.3.3 Market Size and Forecast, By Organization Size
15.7.3.4 Market Size and Forecast, By Function
15.7.3.5 Market Size and Forecast, By Vertical
15.7.4 Kuwait
15.7.4.1 Market Size and Forecast, By Component
15.7.4.2 Market Size and Forecast, By Deployment Model
15.7.4.3 Market Size and Forecast, By Organization Size
15.7.4.4 Market Size and Forecast, By Function
15.7.4.5 Market Size and Forecast, By Vertical
15.7.5 South Africa
15.7.5.1 Market Size and Forecast, By Component
15.7.5.2 Market Size and Forecast, By Deployment Model
15.7.5.3 Market Size and Forecast, By Organization Size
15.7.5.4 Market Size and Forecast, By Function
15.7.5.5 Market Size and Forecast, By Vertical
15.7.6 Rest of Middle East & Africa
15.7.6.1 Market Size and Forecast, By Component
15.7.6.2 Market Size and Forecast, By Deployment Model
15.7.6.3 Market Size and Forecast, By Organization Size
15.7.6.4 Market Size and Forecast, By Function
15.7.6.5 Market Size and Forecast, By Vertical
16 Competitive Analysis
16.1 Competition Dashboard
16.2 Market share Analysis of Top Vendors
16.3 Key Development Strategies
17 Company Profiles
17.1 Cisco Systems Inc., (U.S.)
17.1.1 Overview
17.1.2 Offerings
17.1.3 Key Financials
17.1.4 Business Segment & Geographic Overview
17.1.5 Key Market Developments
17.1.6 Key Strategies
17.2 SAS Institute Inc. (U.S.)
17.2.1 Overview
17.2.2 Offerings
17.2.3 Key Financials
17.2.4 Business Segment & Geographic Overview
17.2.5 Key Market Developments
17.2.6 Key Strategies
17.3 SAP SE (U.S.)
17.3.1 Overview
17.3.2 Offerings
17.3.3 Key Financials
17.3.4 Business Segment & Geographic Overview
17.3.5 Key Market Developments
17.3.6 Key Strategies
17.4 Informatica Inc. (U.S.)
17.4.1 Overview
17.4.2 Offerings
17.4.3 Key Financials
17.4.4 Business Segment & Geographic Overview
17.4.5 Key Market Developments
17.4.6 Key Strategies
17.5 Oracle (U.S.)
17.5.1 Overview
17.5.2 Offerings
17.5.3 Key Financials
17.5.4 Business Segment & Geographic Overview
17.5.5 Key Market Developments
17.5.6 Key Strategies
17.6 Alex Solutions (Australia)
17.6.1 Overview
17.6.2 Offerings
17.6.3 Key Financials
17.6.4 Business Segment & Geographic Overview
17.6.5 Key Market Developments
17.6.6 Key Strategies
17.7 Microsoft (U.S.)
17.7.1 Overview
17.7.2 Offerings
17.7.3 Key Financials
17.7.4 Business Segment & Geographic Overview
17.7.5 Key Market Developments
17.7.6 Key Strategies
17.8 Open Text (U.K.)
17.8.1 Overview
17.8.2 Offerings
17.8.3 Key Financials
17.8.4 Business Segment & Geographic Overview
17.8.5 Key Market Developments
17.8.6 Key Strategies
17.9 Collibra (U.S.)
17.9.1 Overview
17.9.2 Offerings
17.9.3 Key Financials
17.9.4 Business Segment & Geographic Overview
17.9.5 Key Market Developments
17.9.6 Key Strategies
17.10 IBM (U.S.)
17.10.1 Overview
17.10.2 Offerings
17.10.3 Key Financials
17.10.4 Business Segment & Geographic Overview
17.10.5 Key Market Developments
17.10.6 Key Strategies
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