The Latin America, Middle East and Africa Data Preparation Tools Market would witness market growth of 22.1% CAGR during the forecast period (2021-2027).
The introduction of various new data preparation tools would provide self-service capabilities for professional data analysts, data scientists, IT departments, and ordinary business owners. Further, such tools enable rapid and effective integration of distinct data sources in a single place. The procedure of preparing, mixing, and refining data would offer a better and simpler data analysis experience, which would help companies in gaining practical insights to enhance their functions. There are several data preparation software that offers control, governance, management of metadata, and machine learning (ML) functionality, which assist in enhancing the overall functionality of the software.
Through data preparation tools, companies can generate business insights from socially shared pictures and auto-managing the untagged photo collections, which would augment the growth and demand for data preparations tools in the market. Additionally, they assist companies to provide improved safety features in autonomous vehicles like wear detection, terrain detection, emergency vehicle detection, and condition monitoring, among others. Machine learning, which is powered by data collection, has been embedded in various areas like automated image organization of visual websites, robotics & drones, and face identification on social networking websites, and others.
Data preparation tools help in improving the quality, accuracy, and processing speed of data, which is motivating companies to adopt data preparation tools. Additionally, data preparation tools develop responses quicker, allowing access to reports rapidly, which would spur the growth of the regional market growth in the coming years. Companies generate insights with the possibility of communicating with other areas with simplified integration and innovation.
Moreover, data preparation tools enable customers to analyze the precision of incoming data before investing time & resources for analysis. Due to this, companies can save more time, which would boost the time-to-value of companies. Therefore, companies would invest in these tools which would augment the growth of the regional data preparation tools market over the forecast period.
The Brazil market dominated the LAMEA Data Preparation Tools Data Quality Market by Country 2020, and would continue to be a dominant market till 2027; thereby, achieving a market value of $20.2 million by 2027. The Argentina market would witness a CAGR of 23.9% during (2021 - 2027). Additionally, The UAE market is estimated to grow at a CAGR of 23% during (2021 - 2027).
Based on Component, the market is segmented into Data Integration and Self Service. Based on Function, the market is segmented into Data Collection, Data Cataloging, Data Governance, Data Quality, Data Ingestion, and Others. Based on Deployment Type, the market is segmented into On-premise and Cloud. Based on End User, the market is segmented into IT & Telecom, Retail & eCommerce, BFSI, Healthcare, Government, Energy & Utilities and Others. Based on countries, the market is segmented into Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria, and Rest of LAMEA.
Free Valuable Insights: The Global Data Preparation Tools Market is Predict to reach $8.6 Billion by 2027, at a CAGR of 17%
The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Microsoft Corporation, IBM Corporation, SAP SE, Altair Engineering, Inc., MicroStrategy, Inc., Alteryx, Inc., QlikTech International AB (Thoma Bravo), Informatica, LLC, Tibco Software, Inc. (Vista Equity Partners), and SAS Institute, Inc.
Scope of the Study
Market Segments Covered in the Report:
By Component
- Data Integration
- Self Service
By Function
- Data Collection
- Data Cataloging
- Data Governance
- Data Quality
- Data Ingestion
- Others
By Deployment Type
By End User
- IT & Telecom
- Retail & eCommerce
- BFSI
- Healthcare
- Government
- Energy & Utilities
- Others
By Country
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA
Key Market Players
List of Companies Profiled in the Report:
- Microsoft Corporation
- IBM Corporation
- SAP SE
- Altair Engineering, Inc.
- MicroStrategy, Inc.
- Alteryx, Inc.
- QlikTech International AB (Thoma Bravo)
- Informatica, LLC
- Tibco Software, Inc. (Vista Equity Partners)
- SAS Institute, Inc.
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 LAMEA Data Preparation Tools Market, by Component
1.4.2 LAMEA Data Preparation Tools Market, by Function
1.4.3 LAMEA Data Preparation Tools Market, by Deployment Type
1.4.4 LAMEA Data Preparation Tools Market, by End User
1.4.5 LAMEA Data Preparation Tools Market, by Country
1.5 Methodology for the research
Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints
Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.3 Top Winning Strategies
3.3.1 Key Leading Strategies: Percentage Distribution (2017-2021)
3.3.2 Key Strategic Move: (Product Launches and Product Expansions: 2017, Nov – 2021, Oct) Leading Players
Chapter 4. LAMEA Data Preparation Tools Market by Component
4.1 LAMEA Data Preparation Tools Data Integration Market by Country
4.2 LAMEA Data Preparation Tools Self Service Market by Country
Chapter 5. LAMEA Data Preparation Tools Market by Function
5.1 LAMEA Data Preparation Tools Data Collection Market by Country
5.2 LAMEA Data Preparation Tools Data Cataloging Market by Country
5.3 LAMEA Data Preparation Tools Data Governance Market by Country
5.4 LAMEA Data Preparation Tools Data Quality Market by Country
5.5 LAMEA Data Preparation Tools Data Ingestion Market by Country
5.6 LAMEA Other Function Data Preparation Tools Market by Country
Chapter 6. LAMEA Data Preparation Tools Market by Deployment Type
6.1 LAMEA On-premise Data Preparation Tools Market by Country
6.2 LAMEA Cloud Data Preparation Tools Market by Country
Chapter 7. LAMEA Data Preparation Tools Market by End User
7.1 LAMEA IT & Telecom Data Preparation Tools Market by Country
7.2 LAMEA Retail & eCommerce Data Preparation Tools Market by Country
7.3 LAMEA BFSI Data Preparation Tools Market by Country
7.4 LAMEA Healthcare Data Preparation Tools Market by Country
7.5 LAMEA Government Data Preparation Tools Market by Country
7.6 LAMEA Energy & Utilities Data Preparation Tools Market by Country
7.7 LAMEA Others Data Preparation Tools Market by Country
Chapter 8. LAMEA Data Preparation Tools Market by Country
8.1 Brazil Data Preparation Tools Market
8.1.1 Brazil Data Preparation Tools Market by Component
8.1.2 Brazil Data Preparation Tools Market by Function
8.1.3 Brazil Data Preparation Tools Market by Deployment Type
8.1.4 Brazil Data Preparation Tools Market by End User
8.2 Argentina Data Preparation Tools Market
8.2.1 Argentina Data Preparation Tools Market by Component
8.2.2 Argentina Data Preparation Tools Market by Function
8.2.3 Argentina Data Preparation Tools Market by Deployment Type
8.2.4 Argentina Data Preparation Tools Market by End User
8.3 UAE Data Preparation Tools Market
8.3.1 UAE Data Preparation Tools Market by Component
8.3.2 UAE Data Preparation Tools Market by Function
8.3.3 UAE Data Preparation Tools Market by Deployment Type
8.3.4 UAE Data Preparation Tools Market by End User
8.4 Saudi Arabia Data Preparation Tools Market
8.4.1 Saudi Arabia Data Preparation Tools Market by Component
8.4.2 Saudi Arabia Data Preparation Tools Market by Function
8.4.3 Saudi Arabia Data Preparation Tools Market by Deployment Type
8.4.4 Saudi Arabia Data Preparation Tools Market by End User
8.5 South Africa Data Preparation Tools Market
8.5.1 South Africa Data Preparation Tools Market by Component
8.5.2 South Africa Data Preparation Tools Market by Function
8.5.3 South Africa Data Preparation Tools Market by Deployment Type
8.5.4 South Africa Data Preparation Tools Market by End User
8.6 Nigeria Data Preparation Tools Market
8.6.1 Nigeria Data Preparation Tools Market by Component
8.6.2 Nigeria Data Preparation Tools Market by Function
8.6.3 Nigeria Data Preparation Tools Market by Deployment Type
8.6.4 Nigeria Data Preparation Tools Market by End User
8.7 Rest of LAMEA Data Preparation Tools Market
8.7.1 Rest of LAMEA Data Preparation Tools Market by Component
8.7.2 Rest of LAMEA Data Preparation Tools Market by Function
8.7.3 Rest of LAMEA Data Preparation Tools Market by Deployment Type
8.7.4 Rest of LAMEA Data Preparation Tools Market by End User
Chapter 9. Company Profiles
9.1 Microsoft Corporation
9.1.1 Company Overview
9.1.2 Financial Analysis
9.1.3 Segmental and Regional Analysis
9.1.4 Research & Development Expenses
9.1.5 SWOT Analysis
9.2 IBM Corporation
9.2.1 Company Overview
9.2.2 Financial Analysis
9.2.3 Regional & Segmental Analysis
9.2.4 Research & Development Expenses
9.2.5 Recent strategies and developments:
9.2.5.1 Partnerships, Collaborations, and Agreements:
9.2.6 SWOT Analysis
9.3 SAP SE
9.3.1 Company Overview
9.3.2 Financial Analysis
9.3.3 Segmental and Regional Analysis
9.3.4 Research & Development Expense
9.3.5 SWOT Analysis
9.4 Altair Engineering, Inc.
9.4.1 Company Overview
9.4.2 Financial Analysis
9.4.3 Segmental and Regional Analysis
9.4.4 Research & Development Expenses
9.4.5 Recent strategies and developments:
9.4.5.1 Acquisition and Mergers:
9.4.5.2 Product Launches and Product Expansions:
9.4.6 SWOT Analysis
9.5 MicroStrategy, Inc.
9.5.1 Company Overview
9.5.2 Financial Analysis
9.5.3 Regional Analysis
9.5.4 Research & Development Expenses
9.5.5 Recent strategies and developments:
9.5.5.1 Partnerships, Collaborations, and Agreements:
9.5.6 SWOT Analysis
9.6 Alteryx, Inc.
9.6.1 Company Overview
9.6.2 Financial Analysis
9.6.3 Regional Analysis
9.6.4 Research & Development Expense
9.6.5 Recent strategies and developments:
9.6.5.1 Partnerships, Collaborations, and Agreements:
9.6.5.2 Acquisition and Mergers:
9.6.5.3 Product Launches and Product Expansions:
9.7 QlikTech International AB (Thoma Bravo)
9.7.1 Company Overview
9.7.2 Recent strategies and developments:
9.7.2.1 Acquisition and Mergers:
9.7.2.2 Product Launches and Product Expansions:
9.8 Informatica, LLC
9.8.1 Company Overview
9.8.2 Recent strategies and developments:
9.8.2.1 Partnerships, Collaborations, and Agreements:
9.8.2.2 Acquisition and Mergers:
9.8.2.3 Product Launches and Product Expansions:
9.9 Tibco Software, Inc. (Vista Equity Partners)
9.9.1 Company Overview
9.9.2 Recent strategies and developments:
9.9.2.1 Acquisition and Mergers:
9.9.2.2 Product Launches and Product Expansions:
9.10. SAS Institute, Inc.
9.10.1 Company Overview
9.10.2 Recent strategies and developments:
9.10.2.1 Product Launches and Product Expansions:
TABLE 1 LAMEA Data Preparation Tools Market, 2017 - 2020, USD Million
TABLE 2 LAMEA Data Preparation Tools Market, 2021 - 2027, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Data Preparation Tools Market
TABLE 4 Product Launches And Product Expansions– Data Preparation Tools Market
TABLE 5 Acquisition and Mergers– Data Preparation Tools Market
TABLE 6 LAMEA Data Preparation Tools Market by Component, 2017 - 2020, USD Million
TABLE 7 LAMEA Data Preparation Tools Market by Component, 2021 - 2027, USD Million
TABLE 8 LAMEA Data Preparation Tools Data Integration Market by Country, 2017 - 2020, USD Million
TABLE 9 LAMEA Data Preparation Tools Data Integration Market by Country, 2021 - 2027, USD Million
TABLE 10 LAMEA Data Preparation Tools Self Service Market by Country, 2017 - 2020, USD Million
TABLE 11 LAMEA Data Preparation Tools Self Service Market by Country, 2021 - 2027, USD Million
TABLE 12 LAMEA Data Preparation Tools Market by Function, 2017 - 2020, USD Million
TABLE 13 LAMEA Data Preparation Tools Market by Function, 2021 - 2027, USD Million
TABLE 14 LAMEA Data Preparation Tools Data Collection Market by Country, 2017 - 2020, USD Million
TABLE 15 LAMEA Data Preparation Tools Data Collection Market by Country, 2021 - 2027, USD Million
TABLE 16 LAMEA Data Preparation Tools Data Cataloging Market by Country, 2017 - 2020, USD Million
TABLE 17 LAMEA Data Preparation Tools Data Cataloging Market by Country, 2021 - 2027, USD Million
TABLE 18 LAMEA Data Preparation Tools Data Governance Market by Country, 2017 - 2020, USD Million
TABLE 19 LAMEA Data Preparation Tools Data Governance Market by Country, 2021 - 2027, USD Million
TABLE 20 LAMEA Data Preparation Tools Data Quality Market by Country, 2017 - 2020, USD Million
TABLE 21 LAMEA Data Preparation Tools Data Quality Market by Country, 2021 - 2027, USD Million
TABLE 22 LAMEA Data Preparation Tools Data Ingestion Market by Country, 2017 - 2020, USD Million
TABLE 23 LAMEA Data Preparation Tools Data Ingestion Market by Country, 2021 - 2027, USD Million
TABLE 24 LAMEA Other Function Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 25 LAMEA Other Function Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 26 LAMEA Data Preparation Tools Market by Deployment Type, 2017 - 2020, USD Million
TABLE 27 LAMEA Data Preparation Tools Market by Deployment Type, 2021 - 2027, USD Million
TABLE 28 LAMEA On-premise Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 29 LAMEA On-premise Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 30 LAMEA Cloud Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 31 LAMEA Cloud Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 32 LAMEA Data Preparation Tools Market by End User, 2017 - 2020, USD Million
TABLE 33 LAMEA Data Preparation Tools Market by End User, 2021 - 2027, USD Million
TABLE 34 LAMEA IT & Telecom Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 35 LAMEA IT & Telecom Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 36 LAMEA Retail & eCommerce Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 37 LAMEA Retail & eCommerce Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 38 LAMEA BFSI Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 39 LAMEA BFSI Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 40 LAMEA Healthcare Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 41 LAMEA Healthcare Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 42 LAMEA Government Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 43 LAMEA Government Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 44 LAMEA Energy & Utilities Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 45 LAMEA Energy & Utilities Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 46 LAMEA Others Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 47 LAMEA Others Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 48 LAMEA Data Preparation Tools Market by Country, 2017 - 2020, USD Million
TABLE 49 LAMEA Data Preparation Tools Market by Country, 2021 - 2027, USD Million
TABLE 50 Brazil Data Preparation Tools Market, 2017 - 2020, USD Million
TABLE 51 Brazil Data Preparation Tools Market, 2021 - 2027, USD Million
TABLE 52 Brazil Data Preparation Tools Market by Component, 2017 - 2020, USD Million
TABLE 53 Brazil Data Preparation Tools Market by Component, 2021 - 2027, USD Million
TABLE 54 Brazil Data Preparation Tools Market by Function, 2017 - 2020, USD Million
TABLE 55 Brazil Data Preparation Tools Market by Function, 2021 - 2027, USD Million
TABLE 56 Brazil Data Preparation Tools Market by Deployment Type, 2017 - 2020, USD Million
TABLE 57 Brazil Data Preparation Tools Market by Deployment Type, 2021 - 2027, USD Million
TABLE 58 Brazil Data Preparation Tools Market by End User, 2017 - 2020, USD Million
TABLE 59 Brazil Data Preparation Tools Market by End User, 2021 - 2027, USD Million
TABLE 60 Argentina Data Preparation Tools Market, 2017 - 2020, USD Million
TABLE 61 Argentina Data Preparation Tools Market, 2021 - 2027, USD Million
TABLE 62 Argentina Data Preparation Tools Market by Component, 2017 - 2020, USD Million
TABLE 63 Argentina Data Preparation Tools Market by Component, 2021 - 2027, USD Million
TABLE 64 Argentina Data Preparation Tools Market by Function, 2017 - 2020, USD Million
TABLE 65 Argentina Data Preparation Tools Market by Function, 2021 - 2027, USD Million
TABLE 66 Argentina Data Preparation Tools Market by Deployment Type, 2017 - 2020, USD Million
TABLE 67 Argentina Data Preparation Tools Market by Deployment Type, 2021 - 2027, USD Million
TABLE 68 Argentina Data Preparation Tools Market by End User, 2017 - 2020, USD Million
TABLE 69 Argentina Data Preparation Tools Market by End User, 2021 - 2027, USD Million
TABLE 70 UAE Data Preparation Tools Market, 2017 - 2020, USD Million
TABLE 71 UAE Data Preparation Tools Market, 2021 - 2027, USD Million
TABLE 72 UAE Data Preparation Tools Market by Component, 2017 - 2020, USD Million
TABLE 73 UAE Data Preparation Tools Market by Component, 2021 - 2027, USD Million
TABLE 74 UAE Data Preparation Tools Market by Function, 2017 - 2020, USD Million
TABLE 75 UAE Data Preparation Tools Market by Function, 2021 - 2027, USD Million
TABLE 76 UAE Data Preparation Tools Market by Deployment Type, 2017 - 2020, USD Million
TABLE 77 UAE Data Preparation Tools Market by Deployment Type, 2021 - 2027, USD Million
TABLE 78 UAE Data Preparation Tools Market by End User, 2017 - 2020, USD Million
TABLE 79 UAE Data Preparation Tools Market by End User, 2021 - 2027, USD Million
TABLE 80 Saudi Arabia Data Preparation Tools Market, 2017 - 2020, USD Million
TABLE 81 Saudi Arabia Data Preparation Tools Market, 2021 - 2027, USD Million
TABLE 82 Saudi Arabia Data Preparation Tools Market by Component, 2017 - 2020, USD Million
TABLE 83 Saudi Arabia Data Preparation Tools Market by Component, 2021 - 2027, USD Million
TABLE 84 Saudi Arabia Data Preparation Tools Market by Function, 2017 - 2020, USD Million
TABLE 85 Saudi Arabia Data Preparation Tools Market by Function, 2021 - 2027, USD Million
TABLE 86 Saudi Arabia Data Preparation Tools Market by Deployment Type, 2017 - 2020, USD Million
TABLE 87 Saudi Arabia Data Preparation Tools Market by Deployment Type, 2021 - 2027, USD Million
TABLE 88 Saudi Arabia Data Preparation Tools Market by End User, 2017 - 2020, USD Million
TABLE 89 Saudi Arabia Data Preparation Tools Market by End User, 2021 - 2027, USD Million
TABLE 90 South Africa Data Preparation Tools Market, 2017 - 2020, USD Million
TABLE 91 South Africa Data Preparation Tools Market, 2021 - 2027, USD Million
TABLE 92 South Africa Data Preparation Tools Market by Component, 2017 - 2020, USD Million
TABLE 93 South Africa Data Preparation Tools Market by Component, 2021 - 2027, USD Million
TABLE 94 South Africa Data Preparation Tools Market by Function, 2017 - 2020, USD Million
TABLE 95 South Africa Data Preparation Tools Market by Function, 2021 - 2027, USD Million
TABLE 96 South Africa Data Preparation Tools Market by Deployment Type, 2017 - 2020, USD Million
TABLE 97 South Africa Data Preparation Tools Market by Deployment Type, 2021 - 2027, USD Million
TABLE 98 South Africa Data Preparation Tools Market by End User, 2017 - 2020, USD Million
TABLE 99 South Africa Data Preparation Tools Market by End User, 2021 - 2027, USD Million
TABLE 100 Nigeria Data Preparation Tools Market, 2017 - 2020, USD Million
TABLE 101 Nigeria Data Preparation Tools Market, 2021 - 2027, USD Million
TABLE 102 Nigeria Data Preparation Tools Market by Component, 2017 - 2020, USD Million
TABLE 103 Nigeria Data Preparation Tools Market by Component, 2021 - 2027, USD Million
TABLE 104 Nigeria Data Preparation Tools Market by Function, 2017 - 2020, USD Million
TABLE 105 Nigeria Data Preparation Tools Market by Function, 2021 - 2027, USD Million
TABLE 106 Nigeria Data Preparation Tools Market by Deployment Type, 2017 - 2020, USD Million
TABLE 107 Nigeria Data Preparation Tools Market by Deployment Type, 2021 - 2027, USD Million
TABLE 108 Nigeria Data Preparation Tools Market by End User, 2017 - 2020, USD Million
TABLE 109 Nigeria Data Preparation Tools Market by End User, 2021 - 2027, USD Million
TABLE 110 Rest of LAMEA Data Preparation Tools Market, 2017 - 2020, USD Million
TABLE 111 Rest of LAMEA Data Preparation Tools Market, 2021 - 2027, USD Million
TABLE 112 Rest of LAMEA Data Preparation Tools Market by Component, 2017 - 2020, USD Million
TABLE 113 Rest of LAMEA Data Preparation Tools Market by Component, 2021 - 2027, USD Million
TABLE 114 Rest of LAMEA Data Preparation Tools Market by Function, 2017 - 2020, USD Million
TABLE 115 Rest of LAMEA Data Preparation Tools Market by Function, 2021 - 2027, USD Million
TABLE 116 Rest of LAMEA Data Preparation Tools Market by Deployment Type, 2017 - 2020, USD Million
TABLE 117 Rest of LAMEA Data Preparation Tools Market by Deployment Type, 2021 - 2027, USD Million
TABLE 118 Rest of LAMEA Data Preparation Tools Market by End User, 2017 - 2020, USD Million
TABLE 119 Rest of LAMEA Data Preparation Tools Market by End User, 2021 - 2027, USD Million
TABLE 120 key information – Microsoft Corporation
TABLE 121 Key information – IBM Corporation
TABLE 122 Key Information – SAP SE
TABLE 123 Key Information – Altair Engineering, Inc.
TABLE 124 Key Information – MicroStrategy, Inc.
TABLE 125 key information – Alteryx, Inc.
TABLE 126 key information – QlikTech International AB
TABLE 127 key information – Informatica, LLC
TABLE 128 Key information – Tibco Software, Inc.
TABLE 129 Key information – SAS Institute, Inc.
List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Key Leading Strategies: Percentage Distribution (2017-2021)
FIG 4 Key Strategic Move: (Product Launches and Product Expansions : 2017, Nov – 2021, Oct) Leading Players
FIG 5 SWOT Analysis: Microsoft Corporation
FIG 6 Swot analysis: IBM Corporation
FIG 7 SWOT Analysis: SAP SE
FIG 8 Recent STRATEGIES AND DEVELOPMENTS: Altair Engineering, Inc.
FIG 9 SWOT Analysis: Altair Engineering, Inc.
FIG 10 Swot analysis: microstrategy, Inc.
FIG 11 Recent strategies and developments: Alteryx, Inc.
FIG 12 Recent strategies and developments: QlikTech International AB (Thoma Bravo)
FIG 13 Recent strategies and developments: Informatica, LLC
FIG 14 Recent strategies and developments: Tibco Software, Inc. (Vista Equity Partners)