Global Data Wrangling Market 2026-2030

Description

The global data wrangling market is forecasted to grow by USD 1932.8 mn during 2025-2030, accelerating at a CAGR of 15.7% during the forecast period. The report on the global data wrangling market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by numerous benefits provided by data wrangling solutions, increasing amount of data across government agencies and public sector organizations, technological advancements such as AI and machine learning.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Market Scope
Base Year	2026
End Year	2030
Series Year	2026-2030
Growth Momentum	Accelerate
YOY 2026	14.1%
CAGR	15.7%
Incremental Value	$1932.8 mn

Technavio's global data wrangling market is segmented as below:

By Sector

BFSI
Government and public sector
Healthcare
Others

By Deployment

Cloud
On-premises

By End-User

Large enterprises
Small and medium-sized enterprises

Geography

North America
- US
- Canada
- Mexico
Europe
- UK
- Germany
- France
- The Netherlands
- Italy
- Spain
APAC
- China
- India
- Japan
- Australia
- South Korea
- Singapore
Middle East and Africa
- UAE
- South Africa
- Qatar
South America
- Brazil
- Argentina
- Chile
Rest of World (ROW)

This study identifies the rising need of technology in healthcare sector as one of the prime reasons driving the global data wrangling market growth during the next few years. Also, rising concerns regarding data veracity among consumers and rising adoption from social media websites will lead to sizable demand in the market.

The report on the global data wrangling market covers the following areas:

Global data wrangling market sizing
Global data wrangling market forecast
Global data wrangling market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global data wrangling market vendors that include Altair Engineering Inc., Dataiku Inc., DataRobot Inc., Dell Technologies Inc., eXalt Solutions Inc., Hitachi Ltd., IBM Corp., Ideata Analytics, Impetus Technologies Inc., IRI Inc., Medallia Inc., Microsoft Corp., Oracle Corp., SAS Institute Inc., Teradata Corp., TIBCO Software Inc., Wipro Ltd., Zoho Corp. Pvt. Ltd.. Also, the global data wrangling market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Product Code: IRTNTR72554

1 Executive Summary

1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Sector
- Executive Summary - Chart on Market Segmentation by Deployment
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
2.2 Criticality of inputs and Factors of differentiation
- Chart on Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
- Chart on Overview on factors of disruption
2.4 Impact of drivers and challenges
- Chart on Impact of drivers and challenges in 2025 and 2030

3 Market Landscape

3.1 Market ecosystem
- Chart on Parent Market
- Data Table on - Parent Market
3.2 Market characteristics
- Chart on Market characteristics analysis
3.3 Value chain analysis
- Chart on Value chain analysis

4 Market Sizing

4.1 Market definition
- Data Table on Offerings of companies included in the market definition
4.2 Market segment analysis
- Market segments
4.3 Market size 2025
4.4 Market outlook: Forecast for 2025-2030
- Chart on Global - Market size and forecast 2025-2030 ($ million)
- Data Table on Global - Market size and forecast 2025-2030 ($ million)
- Chart on Global Market: Year-over-year growth 2025-2030 (%)
- Data Table on Global Market: Year-over-year growth 2025-2030 (%)

5 Historic Market Size

5.1 Global Data Wrangling Market 2020 - 2024
- Historic Market Size - Data Table on Global Data Wrangling Market 2020 - 2024 ($ million)
5.2 Sector segment analysis 2020 - 2024
- Historic Market Size - Sector Segment 2020 - 2024 ($ million)
5.3 Deployment segment analysis 2020 - 2024
- Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
5.4 End-user segment analysis 2020 - 2024
- Historic Market Size - End-user Segment 2020 - 2024 ($ million)
5.5 Geography segment analysis 2020 - 2024
- Historic Market Size - Geography Segment 2020 - 2024 ($ million)
5.6 Country segment analysis 2020 - 2024
- Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

6.1 The AI Impact on Global Data Wrangling Market

7 Five Forces Analysis

7.1 Five forces summary
- Five forces analysis - Comparison between 2025 and 2030
7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2025 and 2030
7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2025 and 2030
7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2025 and 2030
7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2025 and 2030
7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2025 and 2030
7.7 Market condition
- Chart on Market condition - Five forces 2025 and 2030

8 Market Segmentation by Sector

8.1 Market segments
- Chart on Sector - Market share 2025-2030 (%)
- Data Table on Sector - Market share 2025-2030 (%)
8.2 Comparison by Sector
- Chart on Comparison by Sector
- Data Table on Comparison by Sector
8.3 BFSI - Market size and forecast 2025-2030
- Chart on BFSI - Market size and forecast 2025-2030 ($ million)
- Data Table on BFSI - Market size and forecast 2025-2030 ($ million)
- Chart on BFSI - Year-over-year growth 2025-2030 (%)
- Data Table on BFSI - Year-over-year growth 2025-2030 (%)
8.4 Government and public sector - Market size and forecast 2025-2030
- Chart on Government and public sector - Market size and forecast 2025-2030 ($ million)
- Data Table on Government and public sector - Market size and forecast 2025-2030 ($ million)
- Chart on Government and public sector - Year-over-year growth 2025-2030 (%)
- Data Table on Government and public sector - Year-over-year growth 2025-2030 (%)
8.5 Healthcare - Market size and forecast 2025-2030
- Chart on Healthcare - Market size and forecast 2025-2030 ($ million)
- Data Table on Healthcare - Market size and forecast 2025-2030 ($ million)
- Chart on Healthcare - Year-over-year growth 2025-2030 (%)
- Data Table on Healthcare - Year-over-year growth 2025-2030 (%)
8.6 Others - Market size and forecast 2025-2030
- Chart on Others - Market size and forecast 2025-2030 ($ million)
- Data Table on Others - Market size and forecast 2025-2030 ($ million)
- Chart on Others - Year-over-year growth 2025-2030 (%)
- Data Table on Others - Year-over-year growth 2025-2030 (%)
8.7 Market opportunity by Sector
- Market opportunity by Sector ($ million)
- Data Table on Market opportunity by Sector ($ million)

9 Market Segmentation by Deployment

9.1 Market segments
- Chart on Deployment - Market share 2025-2030 (%)
- Data Table on Deployment - Market share 2025-2030 (%)
9.2 Comparison by Deployment
- Chart on Comparison by Deployment
- Data Table on Comparison by Deployment
9.3 Cloud - Market size and forecast 2025-2030
- Chart on Cloud - Market size and forecast 2025-2030 ($ million)
- Data Table on Cloud - Market size and forecast 2025-2030 ($ million)
- Chart on Cloud - Year-over-year growth 2025-2030 (%)
- Data Table on Cloud - Year-over-year growth 2025-2030 (%)
9.4 On-premises - Market size and forecast 2025-2030
- Chart on On-premises - Market size and forecast 2025-2030 ($ million)
- Data Table on On-premises - Market size and forecast 2025-2030 ($ million)
- Chart on On-premises - Year-over-year growth 2025-2030 (%)
- Data Table on On-premises - Year-over-year growth 2025-2030 (%)
9.5 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
- Data Table on Market opportunity by Deployment ($ million)

10 Market Segmentation by End-user

10.1 Market segments
- Chart on End-user - Market share 2025-2030 (%)
- Data Table on End-user - Market share 2025-2030 (%)
10.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
10.3 Large enterprises - Market size and forecast 2025-2030
- Chart on Large enterprises - Market size and forecast 2025-2030 ($ million)
- Data Table on Large enterprises - Market size and forecast 2025-2030 ($ million)
- Chart on Large enterprises - Year-over-year growth 2025-2030 (%)
- Data Table on Large enterprises - Year-over-year growth 2025-2030 (%)
10.4 Small and medium-sized enterprises - Market size and forecast 2025-2030
- Chart on Small and medium-sized enterprises - Market size and forecast 2025-2030 ($ million)
- Data Table on Small and medium-sized enterprises - Market size and forecast 2025-2030 ($ million)
- Chart on Small and medium-sized enterprises - Year-over-year growth 2025-2030 (%)
- Data Table on Small and medium-sized enterprises - Year-over-year growth 2025-2030 (%)
10.5 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)

11 Customer Landscape

11.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

12.1 Geographic segmentation
- Chart on Market share by geography 2025-2030 (%)
- Data Table on Market share by geography 2025-2030 (%)
12.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
12.3 North America - Market size and forecast 2025-2030
- Chart on North America - Market size and forecast 2025-2030 ($ million)
- Data Table on North America - Market size and forecast 2025-2030 ($ million)
- Chart on North America - Year-over-year growth 2025-2030 (%)
- Data Table on North America - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - North America
- Data Table on Regional Comparison - North America
- 12.3.1 US - Market size and forecast 2025-2030
  - Chart on US - Market size and forecast 2025-2030 ($ million)
  - Data Table on US - Market size and forecast 2025-2030 ($ million)
  - Chart on US - Year-over-year growth 2025-2030 (%)
  - Data Table on US - Year-over-year growth 2025-2030 (%)
- 12.3.2 Canada - Market size and forecast 2025-2030
  - Chart on Canada - Market size and forecast 2025-2030 ($ million)
  - Data Table on Canada - Market size and forecast 2025-2030 ($ million)
  - Chart on Canada - Year-over-year growth 2025-2030 (%)
  - Data Table on Canada - Year-over-year growth 2025-2030 (%)
- 12.3.3 Mexico - Market size and forecast 2025-2030
  - Chart on Mexico - Market size and forecast 2025-2030 ($ million)
  - Data Table on Mexico - Market size and forecast 2025-2030 ($ million)
  - Chart on Mexico - Year-over-year growth 2025-2030 (%)
  - Data Table on Mexico - Year-over-year growth 2025-2030 (%)
12.4 Europe - Market size and forecast 2025-2030
- Chart on Europe - Market size and forecast 2025-2030 ($ million)
- Data Table on Europe - Market size and forecast 2025-2030 ($ million)
- Chart on Europe - Year-over-year growth 2025-2030 (%)
- Data Table on Europe - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - Europe
- Data Table on Regional Comparison - Europe
- 12.4.1 UK - Market size and forecast 2025-2030
  - Chart on UK - Market size and forecast 2025-2030 ($ million)
  - Data Table on UK - Market size and forecast 2025-2030 ($ million)
  - Chart on UK - Year-over-year growth 2025-2030 (%)
  - Data Table on UK - Year-over-year growth 2025-2030 (%)
- 12.4.2 Germany - Market size and forecast 2025-2030
  - Chart on Germany - Market size and forecast 2025-2030 ($ million)
  - Data Table on Germany - Market size and forecast 2025-2030 ($ million)
  - Chart on Germany - Year-over-year growth 2025-2030 (%)
  - Data Table on Germany - Year-over-year growth 2025-2030 (%)
- 12.4.3 France - Market size and forecast 2025-2030
  - Chart on France - Market size and forecast 2025-2030 ($ million)
  - Data Table on France - Market size and forecast 2025-2030 ($ million)
  - Chart on France - Year-over-year growth 2025-2030 (%)
  - Data Table on France - Year-over-year growth 2025-2030 (%)
- 12.4.4 The Netherlands - Market size and forecast 2025-2030
  - Chart on The Netherlands - Market size and forecast 2025-2030 ($ million)
  - Data Table on The Netherlands - Market size and forecast 2025-2030 ($ million)
  - Chart on The Netherlands - Year-over-year growth 2025-2030 (%)
  - Data Table on The Netherlands - Year-over-year growth 2025-2030 (%)
- 12.4.5 Italy - Market size and forecast 2025-2030
  - Chart on Italy - Market size and forecast 2025-2030 ($ million)
  - Data Table on Italy - Market size and forecast 2025-2030 ($ million)
  - Chart on Italy - Year-over-year growth 2025-2030 (%)
  - Data Table on Italy - Year-over-year growth 2025-2030 (%)
- 12.4.6 Spain - Market size and forecast 2025-2030
  - Chart on Spain - Market size and forecast 2025-2030 ($ million)
  - Data Table on Spain - Market size and forecast 2025-2030 ($ million)
  - Chart on Spain - Year-over-year growth 2025-2030 (%)
  - Data Table on Spain - Year-over-year growth 2025-2030 (%)
12.5 APAC - Market size and forecast 2025-2030
- Chart on APAC - Market size and forecast 2025-2030 ($ million)
- Data Table on APAC - Market size and forecast 2025-2030 ($ million)
- Chart on APAC - Year-over-year growth 2025-2030 (%)
- Data Table on APAC - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - APAC
- Data Table on Regional Comparison - APAC
- 12.5.1 China - Market size and forecast 2025-2030
  - Chart on China - Market size and forecast 2025-2030 ($ million)
  - Data Table on China - Market size and forecast 2025-2030 ($ million)
  - Chart on China - Year-over-year growth 2025-2030 (%)
  - Data Table on China - Year-over-year growth 2025-2030 (%)
- 12.5.2 India - Market size and forecast 2025-2030
  - Chart on India - Market size and forecast 2025-2030 ($ million)
  - Data Table on India - Market size and forecast 2025-2030 ($ million)
  - Chart on India - Year-over-year growth 2025-2030 (%)
  - Data Table on India - Year-over-year growth 2025-2030 (%)
- 12.5.3 Japan - Market size and forecast 2025-2030
  - Chart on Japan - Market size and forecast 2025-2030 ($ million)
  - Data Table on Japan - Market size and forecast 2025-2030 ($ million)
  - Chart on Japan - Year-over-year growth 2025-2030 (%)
  - Data Table on Japan - Year-over-year growth 2025-2030 (%)
- 12.5.4 Australia - Market size and forecast 2025-2030
  - Chart on Australia - Market size and forecast 2025-2030 ($ million)
  - Data Table on Australia - Market size and forecast 2025-2030 ($ million)
  - Chart on Australia - Year-over-year growth 2025-2030 (%)
  - Data Table on Australia - Year-over-year growth 2025-2030 (%)
- 12.5.5 South Korea - Market size and forecast 2025-2030
  - Chart on South Korea - Market size and forecast 2025-2030 ($ million)
  - Data Table on South Korea - Market size and forecast 2025-2030 ($ million)
  - Chart on South Korea - Year-over-year growth 2025-2030 (%)
  - Data Table on South Korea - Year-over-year growth 2025-2030 (%)
- 12.5.6 Singapore - Market size and forecast 2025-2030
- Chart on Singapore - Market size and forecast 2025-2030 ($ million)
- Data Table on Singapore - Market size and forecast 2025-2030 ($ million)
- Chart on Singapore - Year-over-year growth 2025-2030 (%)
- Data Table on Singapore - Year-over-year growth 2025-2030 (%)
12.6 Middle East and Africa - Market size and forecast 2025-2030
- Chart on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2025-2030 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2025-2030 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - Middle East and Africa
- Data Table on Regional Comparison - Middle East and Africa
- 12.6.1 UAE - Market size and forecast 2025-2030
  - Chart on UAE - Market size and forecast 2025-2030 ($ million)
  - Data Table on UAE - Market size and forecast 2025-2030 ($ million)
  - Chart on UAE - Year-over-year growth 2025-2030 (%)
  - Data Table on UAE - Year-over-year growth 2025-2030 (%)
- 12.6.2 Saudi Arabia - Market size and forecast 2025-2030
  - Chart on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
  - Data Table on Saudi Arabia - Market size and forecast 2025-2030 ($ million)
  - Chart on Saudi Arabia - Year-over-year growth 2025-2030 (%)
  - Data Table on Saudi Arabia - Year-over-year growth 2025-2030 (%)
- 12.6.3 South Africa - Market size and forecast 2025-2030
  - Chart on South Africa - Market size and forecast 2025-2030 ($ million)
  - Data Table on South Africa - Market size and forecast 2025-2030 ($ million)
  - Chart on South Africa - Year-over-year growth 2025-2030 (%)
  - Data Table on South Africa - Year-over-year growth 2025-2030 (%)
- 12.6.4 Israel - Market size and forecast 2025-2030
  - Chart on Israel - Market size and forecast 2025-2030 ($ million)
  - Data Table on Israel - Market size and forecast 2025-2030 ($ million)
  - Chart on Israel - Year-over-year growth 2025-2030 (%)
  - Data Table on Israel - Year-over-year growth 2025-2030 (%)
- 12.6.5 Qatar - Market size and forecast 2025-2030
- Chart on Qatar - Market size and forecast 2025-2030 ($ million)
- Data Table on Qatar - Market size and forecast 2025-2030 ($ million)
- Chart on Qatar - Year-over-year growth 2025-2030 (%)
- Data Table on Qatar - Year-over-year growth 2025-2030 (%)
12.7 South America - Market size and forecast 2025-2030
- Chart on South America - Market size and forecast 2025-2030 ($ million)
- Data Table on South America - Market size and forecast 2025-2030 ($ million)
- Chart on South America - Year-over-year growth 2025-2030 (%)
- Data Table on South America - Year-over-year growth 2025-2030 (%)
- Chart on Regional Comparison - South America
- Data Table on Regional Comparison - South America
- 12.7.1 Brazil - Market size and forecast 2025-2030
  - Chart on Brazil - Market size and forecast 2025-2030 ($ million)
  - Data Table on Brazil - Market size and forecast 2025-2030 ($ million)
  - Chart on Brazil - Year-over-year growth 2025-2030 (%)
  - Data Table on Brazil - Year-over-year growth 2025-2030 (%)
- 12.7.2 Argentina - Market size and forecast 2025-2030
  - Chart on Argentina - Market size and forecast 2025-2030 ($ million)
  - Data Table on Argentina - Market size and forecast 2025-2030 ($ million)
  - Chart on Argentina - Year-over-year growth 2025-2030 (%)
  - Data Table on Argentina - Year-over-year growth 2025-2030 (%)
- 12.7.3 Chile - Market size and forecast 2025-2030
  - Chart on Chile - Market size and forecast 2025-2030 ($ million)
  - Data Table on Chile - Market size and forecast 2025-2030 ($ million)
  - Chart on Chile - Year-over-year growth 2025-2030 (%)
  - Data Table on Chile - Year-over-year growth 2025-2030 (%)
12.8 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

13.1 Market drivers
- Numerous benefits provided by data wrangling solutions
- Increasing amount of data across government agencies and public sector organizations
- Technological advancements such as AI and machine learning
13.2 Market challenges
- Lack of awareness of data wrangling tools among SMEs
- Shift from traditional extract, transform and load (ETL) tools to advanced automated tools
- High cost of installation
13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2025 and 2030
13.4 Market opportunities
- Rising need of technology in healthcare sector
- Rising concerns regarding data veracity among consumers
- Rising adoption from social media websites

14 Competitive Landscape

14.1 Overview
14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
14.3 Landscape disruption
- Overview on factors of disruption
14.4 Industry risks
- Impact of key risks on business

15 Competitive Analysis

15.1 Companies profiled
- Companies covered
15.2 Company ranking index
- Company ranking index
15.3 Market positioning of companies
- Matrix on companies position and classification
15.4 Altair Engineering Inc.
- Altair Engineering Inc. - Overview
- Altair Engineering Inc. - Business segments
- Altair Engineering Inc. - Key news
- Altair Engineering Inc. - Key offerings
- Altair Engineering Inc. - Segment focus
- SWOT
15.5 Dataiku Inc.
- Dataiku Inc. - Overview
- Dataiku Inc. - Product / Service
- Dataiku Inc. - Key offerings
- SWOT
15.6 Dell Technologies Inc.
- Dell Technologies Inc. - Overview
- Dell Technologies Inc. - Business segments
- Dell Technologies Inc. - Key news
- Dell Technologies Inc. - Key offerings
- Dell Technologies Inc. - Segment focus
- SWOT
15.7 Hitachi Ltd.
- Hitachi Ltd. - Overview
- Hitachi Ltd. - Business segments
- Hitachi Ltd. - Key news
- Hitachi Ltd. - Key offerings
- Hitachi Ltd. - Segment focus
- SWOT
15.8 IBM Corp.
- IBM Corp. - Overview
- IBM Corp. - Business segments
- IBM Corp. - Key news
- IBM Corp. - Key offerings
- IBM Corp. - Segment focus
- SWOT
15.9 Impetus Technologies Inc.
- Impetus Technologies Inc. - Overview
- Impetus Technologies Inc. - Product / Service
- Impetus Technologies Inc. - Key offerings
- SWOT
15.10 IRI Inc.
- IRI Inc. - Overview
- IRI Inc. - Product / Service
- IRI Inc. - Key offerings
- SWOT
15.11 Medallia Inc.
- Medallia Inc. - Overview
- Medallia Inc. - Product / Service
- Medallia Inc. - Key offerings
- SWOT
15.12 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
15.13 Oracle Corp.
- Oracle Corp. - Overview
- Oracle Corp. - Business segments
- Oracle Corp. - Key news
- Oracle Corp. - Key offerings
- Oracle Corp. - Segment focus
- SWOT
15.14 SAS Institute Inc.
- SAS Institute Inc. - Overview
- SAS Institute Inc. - Product / Service
- SAS Institute Inc. - Key news
- SAS Institute Inc. - Key offerings
- SWOT
15.15 Teradata Corp.
- Teradata Corp. - Overview
- Teradata Corp. - Business segments
- Teradata Corp. - Key news
- Teradata Corp. - Key offerings
- Teradata Corp. - Segment focus
- SWOT
15.16 TIBCO Software Inc.
- TIBCO Software Inc. - Overview
- TIBCO Software Inc. - Product / Service
- TIBCO Software Inc. - Key offerings
- SWOT
15.17 Wipro Ltd.
- Wipro Ltd. - Overview
- Wipro Ltd. - Business segments
- Wipro Ltd. - Key news
- Wipro Ltd. - Key offerings
- Wipro Ltd. - Segment focus
- SWOT
15.18 Zoho Corp. Pvt. Ltd.
- Zoho Corp. Pvt. Ltd. - Overview
- Zoho Corp. Pvt. Ltd. - Product / Service
- Zoho Corp. Pvt. Ltd. - Key news
- Zoho Corp. Pvt. Ltd. - Key offerings
- SWOT

16 Appendix

16.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
16.3 Currency conversion rates for US$
- Currency conversion rates for US$
16.4 Research methodology
- Research methodology
16.5 Data procurement
- Information sources
16.6 Data validation
- Data validation
16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
16.8 Data synthesis
- Data synthesis
16.9 360 degree market analysis
- 360 degree market analysis
16.10 List of abbreviations
- List of abbreviations