Insights Engine Market Share, Size, Trends, Industry Analysis Report, By Component (Software, Services); By Deployment (Cloud, On-premise); By Enterprise Size; By Application; By Vertical; By Region, And Segment Forecasts, 2023 - 2032

Insights Engine Market Share, Size, Trends, Industry Analysis Report, By Component (Software, Services); By Deployment (Cloud, On-premise); By Enterprise Size; By Application; By Vertical; By Region, And Segment Forecasts, 2023 - 2032



The global insights engine market size is expected to reach USD 14.74 billion by 2032, according to a new study by Polaris Market Research. The report “Insight Engine Market Share, Size, Trends, Industry Analysis Report, By Component (Software, Services); By Deployment (Cloud, On-premise); By Enterprise Size; By Vertical; By Region, And Segment Forecasts, 2023 - 2032” gives a detailed insight into current market dynamics and provides analysis on future market growth.

An insights engine is a comprehensive platform designed to assist organizations in effectively managing and analyzing vast volumes of data from diverse sources, including databases, social media platforms, and other digital channels. It serves as a centralized repository for insights, facilitating the search, organization, discovery, and exploration of data within a unified and structured environment.

In the consumer goods and retail sectors, insight engines have gained significant popularity among vendors worldwide. These industries rely on insights engines to gain a deep and accurate understanding of customer preferences and tastes. By leveraging advanced analytics and predictive modeling, insight engines enable businesses to anticipate customer needs, personalize experiences, and enhance the relevance of search results.

Insight engines represent a significant advancement in search technologies that leverage Machine Learning (ML) capabilities to enable proactive knowledge discovery and on-demand exploration. These engines utilize ML algorithms to mine, crawl, and index a wide range of data sources, both internal and external, structured, and unstructured, making a vast array of information easily accessible. In line with this, in November 2022, ProfitWheel company introduced 'consumer.ai,' which integrates a consumer intelligence platform. This platform harnesses real-time behavioral insights from consumers, acting as an intelligent layer that enhances existing audience-based platforms such as Google, Amazon, Meta, YouTube, and Programmatic, among others. By leveraging its audience graph, 'consumer.ai' provides in-depth audience insights, empowering businesses to make more informed decisions.

Advancements in machine learning, natural language processing, and deep learning have significantly enhanced the capabilities of insight engines. Industries such as banking, finance, healthcare, & retail are adopting these technologies to access relevant insights from diverse data sources, thereby enabling informed decision-making and improved client understanding. Insight engines leverage the power of artificial intelligence and machine learning to extract meaningful results from vast data repositories. In the banking sector, for example, these engines provide bankers with a holistic view by granting them access to various data sources. This comprehensive information includes risk analytics, industry blogs, & social media data, enabling bankers to make informed decisions and better understand their clients' needs.

Insights Engines Market Report Highlights

Software segment accounted for highest share in 2022, owing to the advancements in data analysis, and search capabilities

Customer experience segment led the revenue share, as it helps organizations in understanding customer’s business needs

North America dominated the global market with substantial share in 2022, owing to surge in data, and rising need for data analysis in different forms

The global key market players include Elasticsearch, International Business Machines Incorporation, Mindbreeze, Open Text Corporation, Expert.AI, Attivio, Coveo, Google, Sinequa, and Squirro AG

Polaris Market Research has segmented the insights engine market report based on component, deployment, enterprise size, application, vertical, and region:

Insights Engine, Component Outlook (Revenue - USD Billion, 2019 - 2032)

Software

Services

Insights Engine, Deployment Outlook (Revenue - USD Billion, 2019 - 2032)

Cloud

On-Premises

Insights Engine, Enterprise Size Outlook (Revenue - USD Billion, 2019 - 2032)

Small & Medium Enterprises

Large Enterprises

Insights Engine, Application Outlook (Revenue - USD Billion, 2019 - 2032)

Workforce Management

Customer Experience Management

Sales & Marketing Management

Risk & Compliance Management

Others

Insights Engine, Vertical Outlook (Revenue - USD Billion, 2019 - 2032)

BFSI

IT & Telecom

Retail & Ecommerce

Healthcare

Manufacturing

Government

Others

Insights Engine, Regional Outlook (Revenue - USD Billion, 2019 - 2032)

North America

U.S.

Canada

Europe

Germany

UK

France

Italy

Spain

Russia

Netherlands

Asia Pacific

China

India

Japan

South Korea

Indonesia

Malaysia

Latin America

Argentina

Brazil

Mexico

Middle East & Africa

UAE

Saudi Arabia

Israel

South Africa


1. Introduction
1.1. Report Description
1.1.1. Objectives of the Study
1.1.2. Market Scope
1.1.3. Assumptions
1.2. Stakeholders
2. Executive Summary
2.1. Market Highlights
3. Research Methodology
3.1. Overview
3.1.1. Data Mining
3.2. Components
3.2.1. Primary Sources
3.2.2. Secondary Sources
4. Global Insight Engine Market Insights
4.1. Insight Engine – Industry Snapshot
4.2. Insight Engine Market Dynamics
4.2.1. Drivers and Opportunities
4.2.1.1. Increasing adoption of insights engine in BFSI industry
4.2.1.2. Advancements in AI and machine learning technologies
4.2.2. Restraints and Challenges
4.2.2.1. Privacy and data security concern
4.3. Porter’s Five Forces Analysis
4.3.1. Bargaining Power of Suppliers (Moderate)
4.3.2. Threats of New Entrants: (Low)
4.3.3. Bargaining Power of Buyers (Moderate)
4.3.4. Threat of Substitute (Moderate)
4.3.5. Rivalry among existing firms (High)
4.4. PESTLE Analysis
4.5. Insight Engine Industry Trends
4.6. COVID-19 Impact Analysis
5. Global Insight Engine Market, by Component
5.1. Key Findings
5.2. Introduction
5.2.1. Global Insight Engine Market, by Component, 2019-2032 (USD Billion)
5.3. Software
5.3.1. Global Insight Engine Market, by Software, by Region, 2019-2032 (USD Billion)
5.4. Services
5.4.1. Global Insight Engine Market, by Services, by Region, 2019-2032 (USD Billion)
6. Global Insight Engine Market, by Deployment
6.1. Key Findings
6.2. Introduction
6.2.1. Global Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
6.3. Cloud
6.3.1. Global Insight Engine Market, by Cloud, by Region, 2019-2032 (USD Billion)
6.4. On-Premises
6.4.1. Global Insight Engine Market, by On-Premises, by Region, 2019-2032 (USD Billion)
7. Global Insight Engine Market, by Enterprise Size
7.1. Key Findings
7.2. Introduction
7.2.1. Global Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
7.3.Small & Medium Enterprises
7.3.1. Global Insight Engine Market, by Small & Medium Enterprises, by Region, 2019-2032 (USD Billion)
7.4. Large Enterprises
7.4.1. Global Insight Engine Market, by Large Enterprises, by Region, 2019-2032 (USD Billion)
8. Global Insight Engine Market, by Application
8.1. Key Findings
8.2. Introduction
8.2.1. Global Insight Engine Market, by Application, 2019-2032 (USD Billion)
8.3. Workforce Management
8.3.1. Global Insight Engine Market, by Workforce Management, by Region, 2019-2032 (USD Billion)
8.4. Customer Experience Management
8.4.1. Global Insight Engine Market, by Customer Experience Management, by Region, 2019-2032 (USD Billion)
8.5. Sales & Marketing Management
8.5.1. Global Insight Engine Market, by Sales & Marketing Management, by Region, 2019-2032 (USD Billion)
8.6. Risk & Compliance Management
8.6.1. Global Insight Engine Market, by Risk & Compliance Management, by Region, 2019-2032 (USD Billion)
8.7. Others
8.7.1. Global Insight Engine Market, by Others, by Region, 2019-2032 (USD Billion)
9. Global Insight Engine Market, by Vertical
9.1. Key Findings
9.2. Introduction
9.2.1. Global Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
9.3. BFSI
9.3.1. Global Insight Engine Market, by BFSI, by Region, 2019-2032 (USD Billion)
9.4. Healthcare
9.4.1. Global Insight Engine Market, by Healthcare, by Region, 2019-2032 (USD Billion)
9.5. IT & Telecom
9.5.1. Global Insight Engine Market, by IT & Telecom, by Region, 2019-2032 (USD Billion)
9.6. Retail & Ecommerce
9.6.1. Global Insight Engine Market, by Retail & Ecommerce, by Region, 2019-2032 (USD Billion)
9.7. Manufacturing
9.7.1. Global Insight Engine Market, by Manufacturing, by Region, 2019-2032 (USD Billion)
9.7. Government
9.7.1. Global Insight Engine Market, by Government, by Region, 2019-2032 (USD Billion)
9.8. Others
9.8.1. Global Insight Engine Market, by Others, by Region, 2019-2032 (USD Billion)
10. Global Insight Engine Market, by Geography
10.1. Key findings
10.2. Introduction
10.2.1. Insight Engine Market Assessment, By Geography, 2019-2032 (USD Billion)
10.3. Insight Engine Market – North America
10.3.1. North America: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.3.2. North America: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.3.3. North America: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.3.4. North America: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.3.5. North America: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.3.6. Insight Engine Market – U.S.
10.3.6.1. U.S.: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.3.6.2. U.S.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.3.6.3. U.S.: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.3.6.4. U.S.: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.3.6.5. U.S.: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.3.7. Insight Engine Market – Canada
10.3.7.1. Canada: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.3.7.2. Canada.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.3.7.3. Canada: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.3.7.4. Canada: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.3.7.5. Canada: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.4. Insight Engine Market – Europe
10.4.1. Europe: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.4.2. Europe.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.4.3. Europe: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.4.4. Europe: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.4.5. Europe: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.4.6. Insight Engine Market – UK
10.4.6.1. UK: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.4.6.2. UK.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.4.6.3. UK: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.4.6.4. UK: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.4.6.5. UK: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.4.7. Insight Engine Market – France
10.4.7.1. France: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.4.7.2. France.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.4.7.3. France: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.4.7.4. France: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.4.7.5. France: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.4.8. Insight Engine Market – Germany
10.4.8.1. Germany: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.4.8.2. Germany.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.4.8.3. Germany: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.4.8.4. Germany: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.4.8.5. Germany: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.4.9. Insight Engine Market – Italy
10.4.9.1. Italy: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.4.9.2. Italy.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.4.9.3. Italy: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.4.9.4. Italy: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.4.9.5. Italy: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.4.10. Insight Engine Market – Spain
10.4.10.1. Spain: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.4.10.2. Spain.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.4.10.3. Spain: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.4.10.4. Spain: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.4.10.5. Spain: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.4.11. Insight Engine Market – Netherlands
10.4.11.1. Netherlands: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.4.11.2. Netherlands.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.4.11.3. Netherlands: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.4.11.4. Netherlands: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.4.11.5. Netherlands: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.4.12. Insight Engine Market – Russia
10.4.12.1. Russia: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.4.12.2. Russia.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.4.12.3. Russia: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.4.12.4. Russia: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.4.12.5. Russia: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.5. Insight Engine Market – Asia Pacific
10.5.1. Asia Pacific: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.5.2. Asia Pacific.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.5.3. Asia Pacific: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.5.4. Asia Pacific: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.5.5. Asia Pacific: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.5.6. Insight Engine Market – China
10.5.6.1. China: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.5.6.2. China.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.5.6.3. China: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.5.6.4. China: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.5.6.5. China: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.5.7. Insight Engine Market – India
10.5.7.1. India: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.5.7.2. India.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.5.7.3. India: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.5.7.4. India: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.5.7.5. India: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.5.8. Insight Engine Market – Japan
10.5.8.1. Japan: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.5.8.2. Japan.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.5.8.3. Japan: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.5.8.4. Japan: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.5.8.5. Japan: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.5.9. Insight Engine Market – Malaysia
10.5.9.1. Malaysia: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.5.9.2. Malaysia.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.5.9.3. Malaysia: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.5.9.4. Malaysia: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.5.9.5. Malaysia: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.5.10. Insight Engine Market – Indonesia
10.5.10.1. Indonesia: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.5.10.2. Indonesia.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.5.10.3. Indonesia: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.5.10.4. Indonesia: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.5.10.5. Indonesia: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.5.11. Insight Engine Market – South Korea
10.5.11.1. South Korea: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.5.11.2. South Korea.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.5.11.3. South Korea: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.5.11.4. South Korea: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.5.11.5. South Korea: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.6. Insight Engine Market – Middle East & Africa
10.6.1. Middle East & Africa: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.6.2. Middle East & Africa: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.6.3. Middle East & Africa: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.6.4. Middle East & Africa: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.6.5. Middle East & Africa: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.6.6. Insight Engine Market – Saudi Arabia
10.6.6.1. Saudi Arabia: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.6.6.2. Saudi Arabia.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.6.6.3. Saudi Arabia: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.6.6.4. Saudi Arabia: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.6.6.5. Saudi Arabia: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.6.7. Insight Engine Market – UAE
10.6.7.1. UAE: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.6.7.2. UAE.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.6.7.3. UAE: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.6.7.4. UAE: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.6.7.5. UAE: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.6.8. Insight Engine Market – Israel
10.6.8.1. Israel: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.6.8.2. Israel.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.6.8.3. Israel: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.6.8.4. Israel: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.6.8.5. Israel: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.6.9. Insight Engine Market – South Africa
10.6.9.1. South Africa: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.6.9.2. South Africa.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.6.9.3. South Africa: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.6.9.4. South Africa: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.6.9.5. South Africa: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.7. Insight Engine Market – Latin America
10.7.1. Latin America: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.7.2. Latin America.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.7.3. Latin America: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.7.4. Latin America: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.7.5. Latin America: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.7.6. Insight Engine Market – Mexico
10.7.6.1. Mexico: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.7.6.2. Mexico.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.7.6.3. Mexico: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.7.6.4. Mexico: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.7.6.5. Mexico: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.7.7. Insight Engine Market – Brazil
10.7.7.1. Brazil: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.7.7.2. Brazil.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.7.7.3. Brazil: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.7.7.4. Brazil: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.7.7.5. Brazil: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
10.7.8. Insight Engine Market – Argentina
10.7.8.1. Argentina: Insight Engine Market, by Component, 2019-2032 (USD Billion)
10.7.8.2. Argentina.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
10.7.8.3. Argentina: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
10.7.8.4. Argentina: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
10.7.8.5. Argentina: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
11. Competitive Landscape
11.1. Expansion and Acquisition Analysis
11.1.1. Expansion
11.1.2. Acquisitions
11.2. Partnerships/Collaborations/Agreements/Exhibitions
12. Company Profiles
12.1.Elasticsearch
12.1.1. Company Overview
12.1.2. Financial Performance
12.1.3. Product Benchmarking
12.1.4. Recent Development
12.2. International Business Machines Incorporation
12.2.1. Company Overview
12.2.2. Financial Performance
12.2.3. Product Benchmarking
12.2.4. Recent Development
12.3. Mindbreeze
12.3.1. Company Overview
12.3.2. Financial Performance
12.3.3. Product Benchmarking
12.3.4. Recent Development
12.4. Open Text Corporation
12.4.1. Company Overview
12.4.2. Financial Performance
12.4.3. Product Benchmarking
12.4.4. Recent Development
12.5. Expert.AI
12.5.1. Company Overview
12.5.2. Financial Performance
12.5.3. Product Benchmarking
12.5.4. Recent Development
12.6. Attivio
12.6.1. Company Overview
12.6.2. Financial Performance
12.6.3. Product Benchmarking
12.6.4. Recent Development
12.7. Coveo
12.7.1. Company Overview
12.7.2. Financial Performance
12.7.3. Product Benchmarking
12.7.4. Recent Development
12.8. Google
12.8.1. Company Overview
12.8.2. Financial Performance
12.8.3. Product Benchmarking
12.8.4. Recent Development
12.9. Sinequa
12.9.1. Company Overview
12.9.2. Financial Performance
12.9.3. Product Benchmarking
12.9.4. Recent Development
12.10. Squirro AG
12.10.1. Company Overview
12.10.2. Financial Performance
12.10.3. Product Benchmarking
12.10.4. Recent Development

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