インサイトエンジン市場、シェア、規模、動向、産業分析レポート：コンポーネント別、デプロイメント別、企業規模別、用途別、業種別、地域別、セグメント動向、2023年～2032年

Polaris Market Researchの最新調査によると、世界のインサイトエンジン市場規模は2032年までに147億4,000万米ドルに達する見込みです。この調査レポートは、現在の市場力学を詳細に洞察し、将来の市場成長に関する分析を提供しています。

インサイトエンジンは、データベース、ソーシャルメディアプラットフォーム、その他のデジタルチャネルを含む多様なソースからの膨大な量のデータを効果的に管理・分析するために組織を支援するように設計された包括的なプラットフォームです。インサイトエンジンは、インサイトを一元管理するリポジトリとして機能し、統一された構造化された環境でデータの検索、整理、発見、探索を容易にします。

消費財や小売の分野では、インサイトエンジンは世界中のベンダーの間で大きな人気を集めています。これらの業界では、顧客の好みや嗜好を深く正確に理解するために、インサイトエンジンを活用しています。高度な分析と予測モデリングを活用することで、インサイトエンジンは顧客のニーズを予測し、体験をパーソナライズし、検索結果の関連性を高めることを可能にします。

インサイトエンジンは、機械学習（ML）機能を活用し、プロアクティブな知識発見とオンデマンドの探索を可能にする検索テクノロジーにおける重要な進歩です。これらのエンジンは、MLアルゴリズムを利用して、社内外、構造化、非構造化のさまざまなデータソースをマイニング、クロール、インデックス化し、膨大な情報に簡単にアクセスできるようにします。これに伴い、ProfitWheel社は2022年11月、消費者インテリジェンス・プラットフォームを統合した「consumer.ai」を発表しました。このプラットフォームは、消費者からのリアルタイムの行動インサイトを活用し、グーグル、アマゾン、メタ、ユーチューブ、プログラマティックなどの既存のオーディエンスベースのプラットフォームを強化するインテリジェントなレイヤーとして機能します。consumer.ai」は、オーディエンスグラフを活用することで、詳細なオーディエンスインサイトを提供し、企業がより多くの情報に基づいた意思決定を行えるようにします。

機械学習、自然言語処理、ディープラーニングの進歩により、インサイトエンジンの能力は大幅に向上しています。銀行、金融、ヘルスケア、小売などの業界は、多様なデータソースから関連する洞察にアクセスするためにこれらの技術を採用しており、それによって情報に基づいた意思決定と顧客理解の向上を可能にしています。インサイトエンジンは、人工知能と機械学習の力を活用し、膨大なデータリポジトリから意味のある結果を抽出します。例えば銀行セクターでは、これらのエンジンは様々なデータソースへのアクセスを可能にすることで、バンカーに総合的な視点を提供します。この包括的な情報には、リスク分析、業界ブログ、ソーシャルメディアデータなどが含まれ、銀行員は十分な情報に基づいた意思決定を行い、顧客のニーズをよりよく理解することができます。

インサイトエンジン市場レポートハイライト

データ分析、検索機能の進歩により、2022年はソフトウェア分野が最も高いシェアを占める

カスタマー・エクスペリエンス部門は、顧客のビジネス・ニーズの把握に役立つことから、収益シェアをリードしています。

北米が2022年に大きなシェアを占め、世界市場を席巻、これはデータの急増と様々な形態でのデータ分析ニーズの高まりによる。

目次

第1章 イントロダクション

第2章 エグゼクティブサマリー

第3章 調査手法

第4章 世界インサイトエンジン市場の洞察

• インサイトエンジン- 業界スナップショット
• インサイトエンジンの市場力学
  • 促進要因と機会
    • BFSI業界でインサイトエンジンの採用が増加
    • AIと機械学習テクノロジーの進歩
  • 抑制要因と課題
    • プライバシーとデータセキュリティに関する懸念
• PESTLE分析
• インサイトエンジンの業界動向
• COVID-19感染症の影響分析

第5章 世界のインサイトエンジン市場、コンポーネント別

• 主な調査結果
• イントロダクション
• ソフトウェア
• サービス

第6章 世界のインサイトエンジン市場、展開別

• 主な調査結果
• イントロダクション
• クラウド
• オンプレミス

第7章 世界のインサイトエンジン市場、企業規模別

• 主な調査結果
• イントロダクション
• 中小企業
• 大企業

第8章 世界のインサイトエンジン市場、アプリケーション別

• 主な調査結果
• イントロダクション
• 従業員管理
• カスタマーエクスペリエンス管理
• 販売およびマーケティング管理
• リスクとコンプライアンスの管理
• その他

第9章 世界のインサイトエンジン市場、業界別

• 主な調査結果
• イントロダクション
• BFSI
• ヘルスケア
• IT＆テレコム
• 小売と電子商取引
• 製造業
• 政府
• その他

第10章 世界のインサイトエンジン市場、地域別

• 主な調査結果
• イントロダクション
  • インサイトエンジン市場評価、地域別、2019-2032年
• インサイトエンジン市場-北米
  • 北米：インサイトエンジン市場、コンポーネント別、2019～2032年
  • 北米：インサイトエンジン市場、アプリケーション別、2019～2032年
  • 北米：インサイトエンジン市場、展開別、2019～2032年
  • 北米：企業規模別インサイトエンジン市場、2019～2032年
  • 北米：インサイトエンジン市場、業界別、2019～2032年
  • インサイトエンジン市場-米国
  • インサイトエンジン市場- カナダ
• インサイトエンジン市場- 欧州
  • 欧州：インサイトエンジン市場、コンポーネント別、2019～2032年
  • 欧州：インサイトエンジン市場、アプリケーション別、2019～2032年
  • 欧州：インサイトエンジン市場、展開別、2019～2032年
  • 欧州：インサイトエンジン市場、企業規模別、2019～2032年
  • 欧州：インサイトエンジン市場、業界別、2019～2032年
  • インサイトエンジン市場- 英国
  • インサイトエンジン市場- フランス
  • インサイトエンジン市場- ドイツ
  • インサイトエンジン市場- イタリア
  • インサイトエンジン市場- スペイン
  • インサイトエンジン市場- オランダ
  • インサイトエンジン市場- ロシア
• インサイトエンジン市場- アジア太平洋
  • アジア太平洋：インサイトエンジン市場、コンポーネント別、2019～2032年
  • アジア太平洋：インサイトエンジン市場、アプリケーション別、2019～2032年
  • アジア太平洋地域：インサイトエンジン市場、展開別、2019～2032年
  • アジア太平洋：インサイトエンジン市場、企業規模別、2019～2032年
  • アジア太平洋：インサイトエンジン市場、業界別、2019～2032年
  • インサイトエンジン市場- 中国
  • インサイトエンジン市場- インド
  • インサイトエンジン市場- 日本
  • インサイトエンジン市場- マレーシア
  • インサイトエンジン市場- インドネシア
  • インサイトエンジン市場- 韓国
• インサイトエンジン市場-中東およびアフリカ
  • 中東およびアフリカ：インサイトエンジン市場、コンポーネント別、2019～2032年
  • 中東およびアフリカ：インサイトエンジン市場、アプリケーション別、2019～2032年
  • 中東およびアフリカ：インサイトエンジン市場、展開別、2019～2032年
  • 中東およびアフリカ：企業規模別インサイトエンジン市場、2019～2032年
  • 中東およびアフリカ：インサイトエンジン市場、業界別、2019～2032年
  • インサイトエンジン市場- サウジアラビア
  • インサイトエンジン市場- アラブ首長国連邦
  • インサイトエンジン市場- イスラエル
  • インサイトエンジン市場- 南アフリカ
• インサイトエンジン市場-ラテンアメリカ
  • ラテンアメリカ：インサイトエンジン市場、コンポーネント別、2019～2032年
  • ラテンアメリカ：インサイトエンジン市場、アプリケーション別、2019～2032年
  • ラテンアメリカ：インサイトエンジン市場、展開別、2019-2032年
  • ラテンアメリカ：企業規模別インサイトエンジン市場、2019-2032年
  • ラテンアメリカ：インサイトエンジン市場、業界別、2019～2032年
  • インサイトエンジン市場- メキシコ
  • インサイトエンジン市場- ブラジル
  • インサイトエンジン市場- アルゼンチン

第11章 競合情勢

• 拡張と買収の分析
  • 拡大
  • 買収
• 提携/協業/合意/公開

第12章 企業プロファイル

• Elasticsearch
• International Business Machines Incorporation
• Mindbreeze
• Open Text Corporation
• Expert.AI
• Attivio
• Coveo
• Google
• Sinequa
• Squirro AG

List of Tables

• Table 1 Global Insight Engine Market, by Component, by Region, 2019-2032 (USD Billion)
• Table 2 Global Insight Engine Market, by Deployment, by Region, 2019-2032 (USD Billion)
• Table 3 Global Insight Engine Market, by Enterprise Size, by Region, 2019-2032 (USD Billion)
• Table 4 Global Insight Engine Market, by Vertical, by Region, 2019-2032 (USD Billion)
• Table 5 Global Insight Engine Market, by Application, by Region, 2019-2032 (USD Billion)
• Table 6 North America: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 7 North America: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 8 North America: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 9 North America: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 10 North America: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 11 U.S.: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 12 U.S.: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 13 U.S.: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 14 U.S.: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 15 U.S.: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 16 Canada: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 17 Canada: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 18 Canada: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 19 Canada: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 20 Canada: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 21 Europe: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 22 Europe: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 23 Europe: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 24 Europe: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 25 Europe: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 26 Germany: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 27 Germany: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 28 Germany: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 29 Germany: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 30 Germany: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 31 France: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 32 France: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 33 France: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 34 France: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 35 France: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 36 UK: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 37 UK: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 38 UK: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 39 UK: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 40 UK: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 41 Italy: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 42 Italy: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 43 Italy: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 44 Italy: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 45 Italy: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 46 Netherlands: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 47 Netherlands: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 48 Netherlands: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 49 Netherlands: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 50 Netherlands: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 51 Spain: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 52 Spain: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 53 Spain: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 54 Spain: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 55 Spain: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 56 Russia: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 57 Russia: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 58 Russia: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 59 Russia: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 60 Russia: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 61 Asia Pacific: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 62 Asia Pacific: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 63 Asia Pacific: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 64 Asia Pacific: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 65 Asia Pacific: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 66 China: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 67 China: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 68 China: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 69 China: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 70 China: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 71 Japan: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 72 Japan: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 73 Japan: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 74 Japan: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 75 Japan: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 76 India: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 77 India: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 78 India: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 79 India: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 80 India: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 81 Indonesia: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 82 Indonesia: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 83 Indonesia: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 84 Indonesia: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 85 Indonesia: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 86 Malaysia: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 87 Malaysia: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 88 Malaysia: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 89 Malaysia: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 90 Malaysia: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 91 South Korea: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 92 South Korea: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 93 South Korea: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 94 South Korea: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 95 South Korea: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 96 Latin America: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 97 Latin America: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 98 Latin America: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 99 Latin America: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 100 Latin America: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 101 Brazil: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 102 Brazil: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 103 Brazil: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 104 Brazil: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 105 Brazil: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 106 Mexico: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 107 Mexico: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 108 Mexico: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 109 Mexico: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 110 Mexico: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 111 Argentina: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 112 Argentina: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 113 Argentina: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 114 Argentina: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 115 Argentina: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 116 Middle East & Africa: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 117 Middle East & Africa: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 118 Middle East & Africa: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 119 Middle East & Africa: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 120 Middle East & Africa: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 121 UAE: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 122 UAE: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 123 UAE: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 124 UAE: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 125 UAE: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 126 Saudi Arabia: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 127 Saudi Arabia: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 128 Saudi Arabia: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 129 Saudi Arabia: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 130 Saudi Arabia: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 131 South Africa: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 132 South Africa: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 133 South Africa: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 134 South Africa: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 135 South Africa: Insight Engine Market, by Application, 2019-2032 (USD Billion)
• Table 136 Israel: Insight Engine Market, by Component, 2019-2032 (USD Billion)
• Table 137 Israel: Insight Engine Market, by Deployment, 2019-2032 (USD Billion)
• Table 138 Israel: Insight Engine Market, by Enterprise Size, 2019-2032 (USD Billion)
• Table 139 Israel: Insight Engine Market, by Vertical, 2019-2032 (USD Billion)
• Table 140 Israel: Insight Engine Market, by Application, 2019-2032 (USD Billion)

List of Figures

• Figure 1. Global Insight Engine Market, 2019-2032 (USD Billion)
• Figure 2. Integrated Ecosystem
• Figure 3. Research Methodology: Top-Down & Bottom-Up Approach
• Figure 4. Market by Geography
• Figure 5. Porter's Five Forces
• Figure 6. Market by Component
• Figure 7. Global Insight Engine Market, by Component, 2021 & 2030 (USD Billion)
• Figure 8. Market by Deployment
• Figure 9. Global Insight Engine Market, by Deployment, 2021 & 2030 (USD Billion)
• Figure 10. Market by Enterprise Size
• Figure 11. Global Insight Engine Market, by Enterprise Size, 2021 & 2030 (USD Billion)
• Figure 12. Market by Vertical
• Figure 13. Global Insight Engine Market, by Vertical, 2021 & 2030 (USD Billion)
• Figure 14. Market by Application
• Figure 15. Global Insight Engine Market, by Application, 2021 & 2030 (USD Billion)

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

Table of Contents

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