マスターデータ管理（MDM）ソリューションの世界市場 2024-2028

概要

マスターデータ管理（MDM）ソリューション市場は2023-2028年に202億9,000万米ドル、予測期間中のCAGRは16.72%で成長すると予測されます。

当レポートでは、マスターデータ管理（MDM）ソリューション市場の全体的な分析、市場規模・予測、動向、成長促進要因、課題、約25のベンダーを網羅したベンダー分析などを掲載しています。

現在の市場シナリオ、最新動向と促進要因、市場環境全体に関する最新分析を提供しています。同市場は、データ量の増大と複雑化、業務効率化のニーズの高まり、重要業務におけるインターネットへの依存度の高まりなどによって牽引されています。

本調査では、自然言語処理（NLP）、ML、AI技術の進歩が、今後数年間のマスターデータ管理（MDM）ソリューション市場の成長を促進する主要な要因の1つであるとしています。また、モビリティソリューションの増加や医療ツーリズム産業の世界の隆盛は、同市場の大きな需要につながっています。

目次

第1章 エグゼクティブサマリー

• 市場概要

第2章 市場情勢

• 市場エコシステム

第3章 市場規模

• 市場の定義
• 市場セグメント分析
• 市場規模 2023
• 市場の見通し 2023-2028

第4章 市場規模実績

• 世界のマスターデータ管理ソリューション市場 2018-2022
• 展開セグメント分析 2018-2022
• エンドユーザーセグメント分析 2018-2022
• 地域別セグメント分析 2018-2022
• 国別セグメント分析 2018-2022

第5章 ファイブフォース分析

• ファイブフォースの要約
• 買い手の交渉力
• 供給企業の交渉力
• 新規参入業者の脅威
• 代替品の脅威
• 競争の脅威
• 市況

第6章 市場セグメンテーション：展開別

• 市場セグメント
• 比較：展開別
• クラウド：市場規模と予測 2023-2028
• オンプレミス：市場規模と予測 2023-2028
• 市場機会：展開別

第7章 市場セグメンテーション：エンドユーザー別

• 市場セグメント
• 比較：エンドユーザー別
• BFSI：市場規模と予測 2023-2028
• ヘルスケア：市場規模と予測 2023-2028
• 小売り：市場規模と予測 2023-2028
• その他：市場規模と予測 2023-2028
• 市場機会：エンドユーザー別

第8章 顧客情勢

• 顧客情勢の概要

第9章 地域別情勢

• 地域別セグメンテーション
• 地域別比較
• 北米：市場規模と予測 2023-2028
• 欧州：市場規模と予測 2023-2028
• アジア太平洋：市場規模と予測 2023-2028
• 南米：市場規模と予測 2023-2028
• 中東・アフリカ：市場規模と予測 2023-2028
• 米国：市場規模と予測 2023-2028
• 中国：市場規模と予測 2023-2028
• 英国：市場規模と予測 2023-2028
• ドイツ：市場規模と予測 2023-2028
• カナダ：市場規模と予測 2023-2028
• 市場機会：地域情勢別

第10章 促進要因、課題、および動向

• 市場促進要因
• 市場の課題
• 促進要因と課題の影響
• 市場動向

第11章 ベンダー情勢

• 概要
• ベンダー情勢
• 混乱の状況
• 業界のリスク

第12章 ベンダー分析

• 対象ベンダー
• ベンダーの市場ポジショニング
• Adastra Crop.
• Contentserv Swiss GmbH
• Informatica Inc.
• International Business Machines Corp.
• Oracle Corp.
• PiLog Group
• Profisee Group Inc.
• QlikTech international AB
• Reltio Inc.
• SAP SE
• SAS Institute Inc.
• Semarchy
• Stibo Systems
• Syndigo LLC
• TIBCO Software Inc.

第13章 付録

Exhibits:

• Exhibits1: Executive Summary - Chart on Market Overview
• Exhibits2: Executive Summary - Data Table on Market Overview
• Exhibits3: Executive Summary - Chart on Global Market Characteristics
• Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
• Exhibits5: Executive Summary - Chart on Market Segmentation by Deployment
• Exhibits6: Executive Summary - Chart on Market Segmentation by End-user
• Exhibits7: Executive Summary - Chart on Incremental Growth
• Exhibits8: Executive Summary - Data Table on Incremental Growth
• Exhibits9: Executive Summary - Chart on Vendor Market Positioning
• Exhibits10: Parent market
• Exhibits11: Market Characteristics
• Exhibits12: Offerings of vendors included in the market definition
• Exhibits13: Market segments
• Exhibits14: Chart on Global - Market size and forecast 2023-2028 ($ billion)
• Exhibits15: Data Table on Global - Market size and forecast 2023-2028 ($ billion)
• Exhibits16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits18: Historic Market Size - Data Table on global master data management solutions market 2018 - 2022 ($ billion)
• Exhibits19: Historic Market Size - Deployment Segment 2018 - 2022 ($ billion)
• Exhibits20: Historic Market Size - End-user Segment 2018 - 2022 ($ billion)
• Exhibits21: Historic Market Size - Geography Segment 2018 - 2022 ($ billion)
• Exhibits22: Historic Market Size - Country Segment 2018 - 2022 ($ billion)
• Exhibits23: Five forces analysis - Comparison between 2023 and 2028
• Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2023 and 2028
• Exhibits25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• Exhibits26: Threat of new entrants - Impact of key factors in 2023 and 2028
• Exhibits27: Threat of substitutes - Impact of key factors in 2023 and 2028
• Exhibits28: Threat of rivalry - Impact of key factors in 2023 and 2028
• Exhibits29: Chart on Market condition - Five forces 2023 and 2028
• Exhibits30: Chart on Deployment - Market share 2023-2028 (%)
• Exhibits31: Data Table on Deployment - Market share 2023-2028 (%)
• Exhibits32: Chart on Comparison by Deployment
• Exhibits33: Data Table on Comparison by Deployment
• Exhibits34: Chart on Cloud - Market size and forecast 2023-2028 ($ billion)
• Exhibits35: Data Table on Cloud - Market size and forecast 2023-2028 ($ billion)
• Exhibits36: Chart on Cloud - Year-over-year growth 2023-2028 (%)
• Exhibits37: Data Table on Cloud - Year-over-year growth 2023-2028 (%)
• Exhibits38: Chart on On-premises - Market size and forecast 2023-2028 ($ billion)
• Exhibits39: Data Table on On-premises - Market size and forecast 2023-2028 ($ billion)
• Exhibits40: Chart on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibits41: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibits42: Market opportunity by Deployment ($ billion)
• Exhibits43: Data Table on Market opportunity by Deployment ($ billion)
• Exhibits44: Chart on End-user - Market share 2023-2028 (%)
• Exhibits45: Data Table on End-user - Market share 2023-2028 (%)
• Exhibits46: Chart on Comparison by End-user
• Exhibits47: Data Table on Comparison by End-user
• Exhibits48: Chart on BFSI - Market size and forecast 2023-2028 ($ billion)
• Exhibits49: Data Table on BFSI - Market size and forecast 2023-2028 ($ billion)
• Exhibits50: Chart on BFSI - Year-over-year growth 2023-2028 (%)
• Exhibits51: Data Table on BFSI - Year-over-year growth 2023-2028 (%)
• Exhibits52: Chart on Healthcare - Market size and forecast 2023-2028 ($ billion)
• Exhibits53: Data Table on Healthcare - Market size and forecast 2023-2028 ($ billion)
• Exhibits54: Chart on Healthcare - Year-over-year growth 2023-2028 (%)
• Exhibits55: Data Table on Healthcare - Year-over-year growth 2023-2028 (%)
• Exhibits56: Chart on Retail - Market size and forecast 2023-2028 ($ billion)
• Exhibits57: Data Table on Retail - Market size and forecast 2023-2028 ($ billion)
• Exhibits58: Chart on Retail - Year-over-year growth 2023-2028 (%)
• Exhibits59: Data Table on Retail - Year-over-year growth 2023-2028 (%)
• Exhibits60: Chart on Others - Market size and forecast 2023-2028 ($ billion)
• Exhibits61: Data Table on Others - Market size and forecast 2023-2028 ($ billion)
• Exhibits62: Chart on Others - Year-over-year growth 2023-2028 (%)
• Exhibits63: Data Table on Others - Year-over-year growth 2023-2028 (%)
• Exhibits64: Market opportunity by End-user ($ billion)
• Exhibits65: Data Table on Market opportunity by End-user ($ billion)
• Exhibits66: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits67: Chart on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits68: Data Table on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits69: Chart on Geographic comparison
• Exhibits70: Data Table on Geographic comparison
• Exhibits71: Chart on North America - Market size and forecast 2023-2028 ($ billion)
• Exhibits72: Data Table on North America - Market size and forecast 2023-2028 ($ billion)
• Exhibits73: Chart on North America - Year-over-year growth 2023-2028 (%)
• Exhibits74: Data Table on North America - Year-over-year growth 2023-2028 (%)
• Exhibits75: Chart on Europe - Market size and forecast 2023-2028 ($ billion)
• Exhibits76: Data Table on Europe - Market size and forecast 2023-2028 ($ billion)
• Exhibits77: Chart on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits78: Data Table on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits79: Chart on APAC - Market size and forecast 2023-2028 ($ billion)
• Exhibits80: Data Table on APAC - Market size and forecast 2023-2028 ($ billion)
• Exhibits81: Chart on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits82: Data Table on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits83: Chart on South America - Market size and forecast 2023-2028 ($ billion)
• Exhibits84: Data Table on South America - Market size and forecast 2023-2028 ($ billion)
• Exhibits85: Chart on South America - Year-over-year growth 2023-2028 (%)
• Exhibits86: Data Table on South America - Year-over-year growth 2023-2028 (%)
• Exhibits87: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
• Exhibits88: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
• Exhibits89: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits90: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits91: Chart on US - Market size and forecast 2023-2028 ($ billion)
• Exhibits92: Data Table on US - Market size and forecast 2023-2028 ($ billion)
• Exhibits93: Chart on US - Year-over-year growth 2023-2028 (%)
• Exhibits94: Data Table on US - Year-over-year growth 2023-2028 (%)
• Exhibits95: Chart on China - Market size and forecast 2023-2028 ($ billion)
• Exhibits96: Data Table on China - Market size and forecast 2023-2028 ($ billion)
• Exhibits97: Chart on China - Year-over-year growth 2023-2028 (%)
• Exhibits98: Data Table on China - Year-over-year growth 2023-2028 (%)
• Exhibits99: Chart on UK - Market size and forecast 2023-2028 ($ billion)
• Exhibits100: Data Table on UK - Market size and forecast 2023-2028 ($ billion)
• Exhibits101: Chart on UK - Year-over-year growth 2023-2028 (%)
• Exhibits102: Data Table on UK - Year-over-year growth 2023-2028 (%)
• Exhibits103: Chart on Germany - Market size and forecast 2023-2028 ($ billion)
• Exhibits104: Data Table on Germany - Market size and forecast 2023-2028 ($ billion)
• Exhibits105: Chart on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits106: Data Table on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits107: Chart on Canada - Market size and forecast 2023-2028 ($ billion)
• Exhibits108: Data Table on Canada - Market size and forecast 2023-2028 ($ billion)
• Exhibits109: Chart on Canada - Year-over-year growth 2023-2028 (%)
• Exhibits110: Data Table on Canada - Year-over-year growth 2023-2028 (%)
• Exhibits111: Market opportunity By Geographical Landscape ($ billion)
• Exhibits112: Data Tables on Market opportunity By Geographical Landscape ($ billion)
• Exhibits113: Impact of drivers and challenges in 2023 and 2028
• Exhibits114: Overview on Criticality of inputs and Factors of differentiation
• Exhibits115: Overview on factors of disruption
• Exhibits116: Impact of key risks on business
• Exhibits117: Vendors covered
• Exhibits118: Matrix on vendor position and classification
• Exhibits119: Adastra Crop. - Overview
• Exhibits120: Adastra Crop. - Product / Service
• Exhibits121: Adastra Crop. - Key offerings
• Exhibits122: Contentserv Swiss GmbH - Overview
• Exhibits123: Contentserv Swiss GmbH - Product / Service
• Exhibits124: Contentserv Swiss GmbH - Key offerings
• Exhibits125: Informatica Inc. - Overview
• Exhibits126: Informatica Inc. - Product / Service
• Exhibits127: Informatica Inc. - Key offerings
• Exhibits128: International Business Machines Corp. - Overview
• Exhibits129: International Business Machines Corp. - Business segments
• Exhibits130: International Business Machines Corp. - Key news
• Exhibits131: International Business Machines Corp. - Key offerings
• Exhibits132: International Business Machines Corp. - Segment focus
• Exhibits133: Oracle Corp. - Overview
• Exhibits134: Oracle Corp. - Business segments
• Exhibits135: Oracle Corp. - Key news
• Exhibits136: Oracle Corp. - Key offerings
• Exhibits137: Oracle Corp. - Segment focus
• Exhibits138: PiLog Group - Overview
• Exhibits139: PiLog Group - Product / Service
• Exhibits140: PiLog Group - Key offerings
• Exhibits141: Profisee Group Inc. - Overview
• Exhibits142: Profisee Group Inc. - Product / Service
• Exhibits143: Profisee Group Inc. - Key offerings
• Exhibits144: QlikTech international AB - Overview
• Exhibits145: QlikTech international AB - Product / Service
• Exhibits146: QlikTech international AB - Key offerings
• Exhibits147: Reltio Inc. - Overview
• Exhibits148: Reltio Inc. - Product / Service
• Exhibits149: Reltio Inc. - Key offerings
• Exhibits150: SAP SE - Overview
• Exhibits151: SAP SE - Business segments
• Exhibits152: SAP SE - Key news
• Exhibits153: SAP SE - Key offerings
• Exhibits154: SAP SE - Segment focus
• Exhibits155: SAS Institute Inc. - Overview
• Exhibits156: SAS Institute Inc. - Product / Service
• Exhibits157: SAS Institute Inc. - Key news
• Exhibits158: SAS Institute Inc. - Key offerings
• Exhibits159: Semarchy - Overview
• Exhibits160: Semarchy - Product / Service
• Exhibits161: Semarchy - Key offerings
• Exhibits162: Stibo Systems - Overview
• Exhibits163: Stibo Systems - Product / Service
• Exhibits164: Stibo Systems - Key offerings
• Exhibits165: Syndigo LLC - Overview
• Exhibits166: Syndigo LLC - Product / Service
• Exhibits167: Syndigo LLC - Key offerings
• Exhibits168: TIBCO Software Inc. - Overview
• Exhibits169: TIBCO Software Inc. - Product / Service
• Exhibits170: TIBCO Software Inc. - Key offerings
• Exhibits171: Inclusions checklist
• Exhibits172: Exclusions checklist
• Exhibits173: Currency conversion rates for US$
• Exhibits174: Research methodology
• Exhibits175: Validation techniques employed for market sizing
• Exhibits176: Information sources
• Exhibits177: List of abbreviations

Abstract

The master data management (MDM) solutions market is forecasted to grow by USD 20.29 bn during 2023-2028, accelerating at a CAGR of 16.72% during the forecast period. The report on the master data management (MDM) solutions 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 the increasing volume and complexity of data, the growing need to improve business efficiency, and increased dependency on the Internet for critical operations.

Technavio's master data management (MDM) solutions market is segmented as below:

By Deployment

• Cloud
• On-premises

By End-user

• BFSI
• Healthcare
• Retail
• Others

By Geographical Landscape

• North America
• Europe
• APAC
• South America
• Middle East and Africa

This study identifies the growing advances in natural language processing (NLP), ML, and AI technologies as one of the prime reasons driving the master data management (MDM) solutions market growth during the next few years. Also, an increase in mobility solutions and the flourishing medical tourism industry globally will lead to sizable demand in the market.

The report on the master data management (MDM) solutions market covers the following areas:

• Master data management (MDM) solutions market sizing
• Master data management (MDM) solutions market forecast
• Master data management (MDM) solutions 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 master data management (MDM) solutions market vendors that include Adastra Crop., Broadcom Inc., Cloudera Inc., Contentserv Swiss GmbH, Informatica Inc., International Business Machines Corp., LTIMindtree Ltd., Open Text Corp., Oracle Corp., PiLog Group, Profisee Group Inc., QlikTech international AB, Reltio Inc., SAP SE, SAS Institute Inc., Semarchy, Syndigo LLC, Teradata Corp., TIBCO Software Inc., Veeva Systems Inc., and Stibo Systems. Also, the master data management (MDM) solutions 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 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 and vendor landscape in addition to an analysis of the key vendors.

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 research - both primary and secondary. 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 the accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
• Exhibit 01: Executive Summary - Chart on Market Overview
• Exhibit 02: Executive Summary - Data Table on Market Overview
• Exhibit 03: Executive Summary - Chart on Global Market Characteristics
• Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape
• Exhibit 05: Executive Summary - Chart on Market Segmentation by Deployment
• Exhibit 06: Executive Summary - Chart on Market Segmentation by End-user
• Exhibit 07: Executive Summary - Chart on Incremental Growth
• Exhibit 08: Executive Summary - Data Table on Incremental Growth
• Exhibit 09: Executive Summary - Chart on Vendor Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
• Exhibit 10: Parent market
• Exhibit 11: Market Characteristics

3 Market Sizing

• 3.1 Market definition
• Exhibit 12: Offerings of vendors included in the market definition
• 3.2 Market segment analysis
• Exhibit 13: Market segments
• 3.3 Market size 2023
• 3.4 Market outlook: Forecast for 2023-2028
• Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ billion)
• Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ billion)
• Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

• 4.1 Global master data management solutions market 2018 - 2022
• Exhibit 18: Historic Market Size - Data Table on global master data management solutions market 2018 - 2022 ($ billion)
• 4.2 Deployment Segment Analysis 2018 - 2022
• Exhibit 19: Historic Market Size - Deployment Segment 2018 - 2022 ($ billion)
• 4.3 End-user Segment Analysis 2018 - 2022
• Exhibit 20: Historic Market Size - End-user Segment 2018 - 2022 ($ billion)
• 4.4 Geography Segment Analysis 2018 - 2022
• Exhibit 21: Historic Market Size - Geography Segment 2018 - 2022 ($ billion)
• 4.5 Country Segment Analysis 2018 - 2022
• Exhibit 22: Historic Market Size - Country Segment 2018 - 2022 ($ billion)

5 Five Forces Analysis

• 5.1 Five forces summary
• Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
• 5.2 Bargaining power of buyers
• Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2023 and 2028
• 5.3 Bargaining power of suppliers
• Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• 5.4 Threat of new entrants
• Exhibit 26: Threat of new entrants - Impact of key factors in 2023 and 2028
• 5.5 Threat of substitutes
• Exhibit 27: Threat of substitutes - Impact of key factors in 2023 and 2028
• 5.6 Threat of rivalry
• Exhibit 28: Threat of rivalry - Impact of key factors in 2023 and 2028
• 5.7 Market condition
• Exhibit 29: Chart on Market condition - Five forces 2023 and 2028

6 Market Segmentation by Deployment

• 6.1 Market segments
• Exhibit 30: Chart on Deployment - Market share 2023-2028 (%)
• Exhibit 31: Data Table on Deployment - Market share 2023-2028 (%)
• 6.2 Comparison by Deployment
• Exhibit 32: Chart on Comparison by Deployment
• Exhibit 33: Data Table on Comparison by Deployment
• 6.3 Cloud - Market size and forecast 2023-2028
• Exhibit 34: Chart on Cloud - Market size and forecast 2023-2028 ($ billion)
• Exhibit 35: Data Table on Cloud - Market size and forecast 2023-2028 ($ billion)
• Exhibit 36: Chart on Cloud - Year-over-year growth 2023-2028 (%)
• Exhibit 37: Data Table on Cloud - Year-over-year growth 2023-2028 (%)
• 6.4 On-premises - Market size and forecast 2023-2028
• Exhibit 38: Chart on On-premises - Market size and forecast 2023-2028 ($ billion)
• Exhibit 39: Data Table on On-premises - Market size and forecast 2023-2028 ($ billion)
• Exhibit 40: Chart on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibit 41: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
• 6.5 Market opportunity by Deployment
• Exhibit 42: Market opportunity by Deployment ($ billion)
• Exhibit 43: Data Table on Market opportunity by Deployment ($ billion)

7 Market Segmentation by End-user

• 7.1 Market segments
• Exhibit 44: Chart on End-user - Market share 2023-2028 (%)
• Exhibit 45: Data Table on End-user - Market share 2023-2028 (%)
• 7.2 Comparison by End-user
• Exhibit 46: Chart on Comparison by End-user
• Exhibit 47: Data Table on Comparison by End-user
• 7.3 BFSI - Market size and forecast 2023-2028
• Exhibit 48: Chart on BFSI - Market size and forecast 2023-2028 ($ billion)
• Exhibit 49: Data Table on BFSI - Market size and forecast 2023-2028 ($ billion)
• Exhibit 50: Chart on BFSI - Year-over-year growth 2023-2028 (%)
• Exhibit 51: Data Table on BFSI - Year-over-year growth 2023-2028 (%)
• 7.4 Healthcare - Market size and forecast 2023-2028
• Exhibit 52: Chart on Healthcare - Market size and forecast 2023-2028 ($ billion)
• Exhibit 53: Data Table on Healthcare - Market size and forecast 2023-2028 ($ billion)
• Exhibit 54: Chart on Healthcare - Year-over-year growth 2023-2028 (%)
• Exhibit 55: Data Table on Healthcare - Year-over-year growth 2023-2028 (%)
• 7.5 Retail - Market size and forecast 2023-2028
• Exhibit 56: Chart on Retail - Market size and forecast 2023-2028 ($ billion)
• Exhibit 57: Data Table on Retail - Market size and forecast 2023-2028 ($ billion)
• Exhibit 58: Chart on Retail - Year-over-year growth 2023-2028 (%)
• Exhibit 59: Data Table on Retail - Year-over-year growth 2023-2028 (%)
• 7.6 Others - Market size and forecast 2023-2028
• Exhibit 60: Chart on Others - Market size and forecast 2023-2028 ($ billion)
• Exhibit 61: Data Table on Others - Market size and forecast 2023-2028 ($ billion)
• Exhibit 62: Chart on Others - Year-over-year growth 2023-2028 (%)
• Exhibit 63: Data Table on Others - Year-over-year growth 2023-2028 (%)
• 7.7 Market opportunity by End-user
• Exhibit 64: Market opportunity by End-user ($ billion)
• Exhibit 65: Data Table on Market opportunity by End-user ($ billion)

8 Customer Landscape

• 8.1 Customer landscape overview
• Exhibit 66: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
• Exhibit 67: Chart on Market share By Geographical Landscape 2023-2028 (%)
• Exhibit 68: Data Table on Market share By Geographical Landscape 2023-2028 (%)
• 9.2 Geographic comparison
• Exhibit 69: Chart on Geographic comparison
• Exhibit 70: Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2023-2028
• Exhibit 71: Chart on North America - Market size and forecast 2023-2028 ($ billion)
• Exhibit 72: Data Table on North America - Market size and forecast 2023-2028 ($ billion)
• Exhibit 73: Chart on North America - Year-over-year growth 2023-2028 (%)
• Exhibit 74: Data Table on North America - Year-over-year growth 2023-2028 (%)
• 9.4 Europe - Market size and forecast 2023-2028
• Exhibit 75: Chart on Europe - Market size and forecast 2023-2028 ($ billion)
• Exhibit 76: Data Table on Europe - Market size and forecast 2023-2028 ($ billion)
• Exhibit 77: Chart on Europe - Year-over-year growth 2023-2028 (%)
• Exhibit 78: Data Table on Europe - Year-over-year growth 2023-2028 (%)
• 9.5 APAC - Market size and forecast 2023-2028
• Exhibit 79: Chart on APAC - Market size and forecast 2023-2028 ($ billion)
• Exhibit 80: Data Table on APAC - Market size and forecast 2023-2028 ($ billion)
• Exhibit 81: Chart on APAC - Year-over-year growth 2023-2028 (%)
• Exhibit 82: Data Table on APAC - Year-over-year growth 2023-2028 (%)
• 9.6 South America - Market size and forecast 2023-2028
• Exhibit 83: Chart on South America - Market size and forecast 2023-2028 ($ billion)
• Exhibit 84: Data Table on South America - Market size and forecast 2023-2028 ($ billion)
• Exhibit 85: Chart on South America - Year-over-year growth 2023-2028 (%)
• Exhibit 86: Data Table on South America - Year-over-year growth 2023-2028 (%)
• 9.7 Middle East and Africa - Market size and forecast 2023-2028
• Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
• Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
• Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• 9.8 US - Market size and forecast 2023-2028
• Exhibit 91: Chart on US - Market size and forecast 2023-2028 ($ billion)
• Exhibit 92: Data Table on US - Market size and forecast 2023-2028 ($ billion)
• Exhibit 93: Chart on US - Year-over-year growth 2023-2028 (%)
• Exhibit 94: Data Table on US - Year-over-year growth 2023-2028 (%)
• 9.9 China - Market size and forecast 2023-2028
• Exhibit 95: Chart on China - Market size and forecast 2023-2028 ($ billion)
• Exhibit 96: Data Table on China - Market size and forecast 2023-2028 ($ billion)
• Exhibit 97: Chart on China - Year-over-year growth 2023-2028 (%)
• Exhibit 98: Data Table on China - Year-over-year growth 2023-2028 (%)
• 9.10 UK - Market size and forecast 2023-2028
• Exhibit 99: Chart on UK - Market size and forecast 2023-2028 ($ billion)
• Exhibit 100: Data Table on UK - Market size and forecast 2023-2028 ($ billion)
• Exhibit 101: Chart on UK - Year-over-year growth 2023-2028 (%)
• Exhibit 102: Data Table on UK - Year-over-year growth 2023-2028 (%)
• 9.11 Germany - Market size and forecast 2023-2028
• Exhibit 103: Chart on Germany - Market size and forecast 2023-2028 ($ billion)
• Exhibit 104: Data Table on Germany - Market size and forecast 2023-2028 ($ billion)
• Exhibit 105: Chart on Germany - Year-over-year growth 2023-2028 (%)
• Exhibit 106: Data Table on Germany - Year-over-year growth 2023-2028 (%)
• 9.12 Canada - Market size and forecast 2023-2028
• Exhibit 107: Chart on Canada - Market size and forecast 2023-2028 ($ billion)
• Exhibit 108: Data Table on Canada - Market size and forecast 2023-2028 ($ billion)
• Exhibit 109: Chart on Canada - Year-over-year growth 2023-2028 (%)
• Exhibit 110: Data Table on Canada - Year-over-year growth 2023-2028 (%)
• 9.13 Market opportunity By Geographical Landscape
• Exhibit 111: Market opportunity By Geographical Landscape ($ billion)
• Exhibit 112: Data Tables on Market opportunity By Geographical Landscape ($ billion)

10 Drivers, Challenges, and Trends

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
• Exhibit 113: Impact of drivers and challenges in 2023 and 2028
• 10.4 Market trends

11 Vendor Landscape

• 11.1 Overview
• 11.2 Vendor landscape
• Exhibit 114: Overview on Criticality of inputs and Factors of differentiation
• 11.3 Landscape disruption
• Exhibit 115: Overview on factors of disruption
• 11.4 Industry risks
• Exhibit 116: Impact of key risks on business

12 Vendor Analysis

• 12.1 Vendors covered
• Exhibit 117: Vendors covered
• 12.2 Market positioning of vendors
• Exhibit 118: Matrix on vendor position and classification
• 12.3 Adastra Crop.
• Exhibit 119: Adastra Crop. - Overview
• Exhibit 120: Adastra Crop. - Product / Service
• Exhibit 121: Adastra Crop. - Key offerings
• 12.4 Contentserv Swiss GmbH
• Exhibit 122: Contentserv Swiss GmbH - Overview
• Exhibit 123: Contentserv Swiss GmbH - Product / Service
• Exhibit 124: Contentserv Swiss GmbH - Key offerings
• 12.5 Informatica Inc.
• Exhibit 125: Informatica Inc. - Overview
• Exhibit 126: Informatica Inc. - Product / Service
• Exhibit 127: Informatica Inc. - Key offerings
• 12.6 International Business Machines Corp.
• Exhibit 128: International Business Machines Corp. - Overview
• Exhibit 129: International Business Machines Corp. - Business segments
• Exhibit 130: International Business Machines Corp. - Key news
• Exhibit 131: International Business Machines Corp. - Key offerings
• Exhibit 132: International Business Machines Corp. - Segment focus
• 12.7 Oracle Corp.
• Exhibit 133: Oracle Corp. - Overview
• Exhibit 134: Oracle Corp. - Business segments
• Exhibit 135: Oracle Corp. - Key news
• Exhibit 136: Oracle Corp. - Key offerings
• Exhibit 137: Oracle Corp. - Segment focus
• 12.8 PiLog Group
• Exhibit 138: PiLog Group - Overview
• Exhibit 139: PiLog Group - Product / Service
• Exhibit 140: PiLog Group - Key offerings
• 12.9 Profisee Group Inc.
• Exhibit 141: Profisee Group Inc. - Overview
• Exhibit 142: Profisee Group Inc. - Product / Service
• Exhibit 143: Profisee Group Inc. - Key offerings
• 12.10 QlikTech international AB
• Exhibit 144: QlikTech international AB - Overview
• Exhibit 145: QlikTech international AB - Product / Service
• Exhibit 146: QlikTech international AB - Key offerings
• 12.11 Reltio Inc.
• Exhibit 147: Reltio Inc. - Overview
• Exhibit 148: Reltio Inc. - Product / Service
• Exhibit 149: Reltio Inc. - Key offerings
• 12.12 SAP SE
• Exhibit 150: SAP SE - Overview
• Exhibit 151: SAP SE - Business segments
• Exhibit 152: SAP SE - Key news
• Exhibit 153: SAP SE - Key offerings
• Exhibit 154: SAP SE - Segment focus
• 12.13 SAS Institute Inc.
• Exhibit 155: SAS Institute Inc. - Overview
• Exhibit 156: SAS Institute Inc. - Product / Service
• Exhibit 157: SAS Institute Inc. - Key news
• Exhibit 158: SAS Institute Inc. - Key offerings
• 12.14 Semarchy
• Exhibit 159: Semarchy - Overview
• Exhibit 160: Semarchy - Product / Service
• Exhibit 161: Semarchy - Key offerings
• 12.15 Stibo Systems
• Exhibit 162: Stibo Systems - Overview
• Exhibit 163: Stibo Systems - Product / Service
• Exhibit 164: Stibo Systems - Key offerings
• 12.16 Syndigo LLC
• Exhibit 165: Syndigo LLC - Overview
• Exhibit 166: Syndigo LLC - Product / Service
• Exhibit 167: Syndigo LLC - Key offerings
• 12.17 TIBCO Software Inc.
• Exhibit 168: TIBCO Software Inc. - Overview
• Exhibit 169: TIBCO Software Inc. - Product / Service
• Exhibit 170: TIBCO Software Inc. - Key offerings

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
• Exhibit 171: Inclusions checklist
• Exhibit 172: Exclusions checklist
• 13.3 Currency conversion rates for US$
• Exhibit 173: Currency conversion rates for US$
• 13.4 Research methodology
• Exhibit 174: Research methodology
• Exhibit 175: Validation techniques employed for market sizing
• Exhibit 176: Information sources
• 13.5 List of abbreviations
• Exhibit 177: List of abbreviations