市場調査レポート概要
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TABLE 1 AI DATA MANAGEMENT MARKET: PRIMARY INTERVIEWS TABLE 2 FACTOR ANALYSIS TABLE 3 IMPACT OF RECESSION ON GLOBAL AI DATA MANAGEMENT MARKET TABLE 4 AI DATA MANAGEMENT MARKET SIZE AND GROWTH RATE, 2017-2022 (USD MILLION, Y-O-Y) TABLE 5 AI DATA MANAGEMENT MARKET SIZE AND GROWTH RATE, 2023-2028 (USD MILLION, Y-O-Y) TABLE 6 AI DATA MANAGEMENT MARKET: ECOSYSTEM TABLE 7 TARIFF RELATED TO AI DATA MANAGEMENT SOFTWARE AS A SERVICE SOLUTIONS TABLE 8 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 9 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 10 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 11 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 12 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 13 PATENTS FILED, 2013-2023 TABLE 14 TOP 20 PATENT OWNERS IN AI DATA MANAGEMENT MARKET, 2013-2023 TABLE 15 LIST OF PATENTS GRANTED IN AI DATA MANAGEMENT MARKET, 2023 TABLE 16 INDICATIVE PRICING LEVELS OF AI DATA MANAGEMENT SOLUTIONS, BY OFFERING TABLE 17 IMPACT OF PORTER’S FIVE FORCES ON AI DATA MANAGEMENT MARKET TABLE 18 AI DATA MANAGEMENT MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2023-2025 TABLE 19 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS TABLE 20 KEY BUYING CRITERIA FOR TOP THREE VERTICALS TABLE 21 SHORT-TERM ROADMAP, 2023-2025 TABLE 22 MID-TERM ROADMAP, 2026-2028 TABLE 23 LONG-TERM ROADMAP, 2029-2030 TABLE 24 AI DATA MANAGEMENT MARKET, BY OFFERING, 2017-2022 (USD MILLION) TABLE 25 AI DATA MANAGEMENT MARKET, BY OFFERING, 2023-2028 (USD MILLION) TABLE 26 AI DATA MANAGEMENT MARKET, BY PLATFORM, 2017-2022 (USD MILLION) TABLE 27 AI DATA MANAGEMENT MARKET, BY PLATFORM, 2023-2028 (USD MILLION) TABLE 28 PLATFORM: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 29 PLATFORM: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 30 AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2017-2022 (USD MILLION) TABLE 31 AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2023-2028 (USD MILLION) TABLE 32 SOFTWARE TOOLS: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 33 SOFTWARE TOOLS: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 34 AI DATA MANAGEMENT MARKET, BY SERVICE, 2017-2022 (USD MILLION) TABLE 35 AI DATA MANAGEMENT MARKET, BY SERVICE, 2023-2028 (USD MILLION) TABLE 36 AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION) TABLE 37 AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION) TABLE 38 CLOUD: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 39 CLOUD: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 40 ON-PREMISES: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 41 ON-PREMISES: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 42 AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2017-2022 (USD MILLION) TABLE 43 AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2023-2028 (USD MILLION) TABLE 44 AUDIO DATA: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 45 AUDIO DATA: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 46 SPEECH & VOICE DATA: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 47 SPEECH & VOICE DATA: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 48 IMAGE DATA: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 49 IMAGE DATA: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 50 TEXT DATA: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 51 TEXT DATA: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 52 VIDEO DATA: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 53 VIDEO DATA: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 54 AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) TABLE 55 AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) TABLE 56 MACHINE LEARNING: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 57 MACHINE LEARNING: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 58 NATURAL LANGUAGE PROCESSING: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 59 NATURAL LANGUAGE PROCESSING: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 60 COMPUTER VISION: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 61 COMPUTER VISION: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 62 CONTEXT AWARENESS: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 63 CONTEXT AWARENESS: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 64 AI DATA MANAGEMENT MARKET, BY APPLICATION, 2017-2022 (USD MILLION) TABLE 65 AI DATA MANAGEMENT MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 66 PROCESS AUTOMATION: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 67 PROCESS AUTOMATION: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 68 DATA VALIDATION & NOISE REDUCTION: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 69 DATA VALIDATION & NOISE REDUCTION: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 70 DATA AUGMENTATION: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 71 DATA AUGMENTATION: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 72 EXPLORATORY DATA ANALYSIS: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 73 EXPLORATORY DATA ANALYSIS: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 74 IMPUTATION & PREDICTIVE MODELING: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 75 IMPUTATION & PREDICTIVE MODELING: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 76 DATA ANONYMIZATION & COMPRESSION: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 77 DATA ANONYMIZATION & COMPRESSION: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 78 OTHER APPLICATIONS: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 79 OTHER APPLICATIONS: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 80 AI DATA MANAGEMENT MARKET, BY VERTICAL, 2017-2022 (USD MILLION) TABLE 81 AI DATA MANAGEMENT MARKET, BY VERTICAL, 2023-2028 (USD MILLION) TABLE 82 BFSI: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 83 BFSI: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 84 RETAIL & ECOMMERCE: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 85 RETAIL & ECOMMERCE: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 86 TELECOMMUNICATIONS: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 87 TELECOMMUNICATIONS: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 88 HEALTHCARE & LIFE SCIENCES: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 89 HEALTHCARE & LIFE SCIENCES: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 90 MANUFACTURING: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 91 MANUFACTURING: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 92 IT & ITES: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 93 IT & ITES: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 94 GOVERNMENT & DEFENSE: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 95 GOVERNMENT & DEFENSE: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 96 MEDIA & ENTERTAINMENT: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 97 MEDIA & ENTERTAINMENT: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 98 ENERGY & UTILITIES: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 99 ENERGY & UTILITIES: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 100 OTHER VERTICALS: AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 101 OTHER VERTICALS: AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 102 AI DATA MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION) TABLE 103 AI DATA MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 104 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY COUNTRY, 2017-2022 (USD MILLION) TABLE 105 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY COUNTRY, 2023-2028 (USD MILLION) TABLE 106 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY OFFERING, 2017-2022 (USD MILLION) TABLE 107 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY OFFERING, 2023-2028 (USD MILLION) TABLE 108 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY PLATFORM, 2017-2022 (USD MILLION) TABLE 109 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY PLATFORM, 2023-2028 (USD MILLION) TABLE 110 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2017-2022 (USD MILLION) TABLE 111 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2023-2028 (USD MILLION) TABLE 112 NORTH AMERICA: AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION) TABLE 113 NORTH AMERICA: AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION) TABLE 114 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY SERVICE, 2017-2022 (USD MILLION) TABLE 115 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY SERVICE, 2023-2028 (USD MILLION) TABLE 116 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2017-2022 (USD MILLION) TABLE 117 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2023-2028 (USD MILLION) TABLE 118 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) TABLE 119 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) TABLE 120 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY APPLICATION, 2017-2022 (USD MILLION) TABLE 121 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 122 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY VERTICAL, 2017-2022 (USD MILLION) TABLE 123 NORTH AMERICA: AI DATA MANAGEMENT MARKET, BY VERTICAL, 2023-2028 (USD MILLION) TABLE 124 EUROPE: AI DATA MANAGEMENT MARKET, BY COUNTRY, 2017-2022 (USD MILLION) TABLE 125 EUROPE: AI DATA MANAGEMENT MARKET, BY COUNTRY, 2023-2028 (USD MILLION) TABLE 126 EUROPE: AI DATA MANAGEMENT MARKET, BY OFFERING, 2017-2022 (USD MILLION) TABLE 127 EUROPE: AI DATA MANAGEMENT MARKET, BY OFFERING, 2023-2028 (USD MILLION) TABLE 128 EUROPE: AI DATA MANAGEMENT MARKET, BY PLATFORM, 2017-2022 (USD MILLION) TABLE 129 EUROPE: AI DATA MANAGEMENT MARKET, BY PLATFORM, 2023-2028 (USD MILLION) TABLE 130 EUROPE: AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2017-2022 (USD MILLION) TABLE 131 EUROPE: AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2023-2028 (USD MILLION) TABLE 132 EUROPE: AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION) TABLE 133 EUROPE: AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION) TABLE 134 EUROPE: AI DATA MANAGEMENT MARKET, BY SERVICE, 2017-2022 (USD MILLION) TABLE 135 EUROPE: AI DATA MANAGEMENT MARKET, BY SERVICE, 2023-2028 (USD MILLION) TABLE 136 EUROPE: AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2017-2022 (USD MILLION) TABLE 137 EUROPE: AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2023-2028 (USD MILLION) TABLE 138 EUROPE: AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) TABLE 139 EUROPE: AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) TABLE 140 EUROPE: AI DATA MANAGEMENT MARKET, BY APPLICATION, 2017-2022 (USD MILLION) TABLE 141 EUROPE: AI DATA MANAGEMENT MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 142 EUROPE: AI DATA MANAGEMENT MARKET, BY VERTICAL, 2017-2022 (USD MILLION) TABLE 143 EUROPE: AI DATA MANAGEMENT MARKET, BY VERTICAL, 2023-2028 (USD MILLION) TABLE 144 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY COUNTRY/REGION, 2017-2022 (USD MILLION) TABLE 145 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY COUNTRY/REGION, 2023-2028 (USD MILLION) TABLE 146 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY OFFERING, 2017-2022 (USD MILLION) TABLE 147 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY OFFERING, 2023-2028 (USD MILLION) TABLE 148 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY PLATFORM, 2017-2022 (USD MILLION) TABLE 149 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY PLATFORM, 2023-2028 (USD MILLION) TABLE 150 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2017-2022 (USD MILLION) TABLE 151 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2023-2028 (USD MILLION) TABLE 152 ASIA PACIFIC: AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION) TABLE 153 ASIA PACIFIC: AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION) TABLE 154 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY SERVICE, 2017-2022 (USD MILLION) TABLE 155 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY SERVICE, 2023-2028 (USD MILLION) TABLE 156 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2017-2022 (USD MILLION) TABLE 157 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2023-2028 (USD MILLION) TABLE 158 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) TABLE 159 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) TABLE 160 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY APPLICATION, 2017-2022 (USD MILLION) TABLE 161 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 162 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY VERTICAL, 2017-2022 (USD MILLION) TABLE 163 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY VERTICAL, 2023-2028 (USD MILLION) TABLE 164 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY COUNTRY, 2017-2022 (USD MILLION) TABLE 165 ASIA PACIFIC: AI DATA MANAGEMENT MARKET, BY COUNTRY, 2023-2028 (USD MILLION) TABLE 166 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY OFFERING, 2017-2022 (USD MILLION) TABLE 167 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY OFFERING, 2023-2028 (USD MILLION) TABLE 168 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY PLATFORM, 2017-2022 (USD MILLION) TABLE 169 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY PLATFORM, 2023-2028 (USD MILLION) TABLE 170 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2017-2022 (USD MILLION) TABLE 171 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2023-2028 (USD MILLION) TABLE 172 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION) TABLE 173 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION) TABLE 174 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY SERVICE, 2017-2022 (USD MILLION) TABLE 175 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY SERVICE, 2023-2028 (USD MILLION) TABLE 176 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2017-2022 (USD MILLION) TABLE 177 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2023-2028 (USD MILLION) TABLE 178 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) TABLE 179 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) TABLE 180 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY APPLICATION, 2017-2022 (USD MILLION) TABLE 181 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 182 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY VERTICAL, 2017-2022 (USD MILLION) TABLE 183 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY VERTICAL, 2023-2028 (USD MILLION) TABLE 184 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY COUNTRY, 2017-2022 (USD MILLION) TABLE 185 MIDDLE EAST & AFRICA: AI DATA MANAGEMENT MARKET, BY COUNTRY, 2023-2028 (USD MILLION) TABLE 186 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY OFFERING, 2017-2022 (USD MILLION) TABLE 187 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY OFFERING, 2023-2028 (USD MILLION) TABLE 188 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY PLATFORM, 2017-2022 (USD MILLION) TABLE 189 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY PLATFORM, 2023-2028 (USD MILLION) TABLE 190 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2017-2022 (USD MILLION) TABLE 191 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY SOFTWARE TOOL, 2023-2028 (USD MILLION) TABLE 192 LATIN AMERICA: AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION) TABLE 193 LATIN AMERICA: AI DATA MANAGEMENT OFFERING MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION) TABLE 194 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY SERVICE, 2017-2022 (USD MILLION) TABLE 195 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY SERVICE, 2023-2028 (USD MILLION) TABLE 196 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2017-2022 (USD MILLION) TABLE 197 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY DATA TYPE, 2023-2028 (USD MILLION) TABLE 198 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION) TABLE 199 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) TABLE 200 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY APPLICATION, 2017-2022 (USD MILLION) TABLE 201 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 202 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY VERTICAL, 2017-2022 (USD MILLION) TABLE 203 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY VERTICAL, 2023-2028 (USD MILLION) TABLE 204 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY COUNTRY, 2017-2022 (USD MILLION) TABLE 205 LATIN AMERICA: AI DATA MANAGEMENT MARKET, BY COUNTRY, 2023-2028 (USD MILLION) TABLE 206 OVERVIEW OF STRATEGIES ADOPTED BY KEY AI DATA MANAGEMENT VENDORS TABLE 207 AI DATA MANAGEMENT MARKET: DEGREE OF COMPETITION TABLE 208 PRODUCT FOOTPRINT (20 COMPANIES) TABLE 209 VERTICAL FOOTPRINT (20 COMPANIES) TABLE 210 REGION FOOTPRINT (20 COMPANIES) TABLE 211 OVERALL COMPANY FOOTPRINT (20 COMPANIES) TABLE 212 AI DATA MANAGEMENT MARKET: DETAILED LIST OF KEY START-UPS/SMES TABLE 213 AI DATA MANAGEMENT MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SMES TABLE 214 AI DATA MANAGEMENT MARKET: PRODUCT LAUNCHES, MAY 2021-DECEMBER 2023 TABLE 215 AI DATA MANAGEMENT MARKET: DEALS, FEBRUARY 2021-NOVEMBER 2023 TABLE 216 AI DATA MANAGEMENT MARKET: OTHERS, JULY 2021-NOVEMBER 2023 TABLE 218 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 219 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS TABLE 220 MICROSOFT: DEALS TABLE 222 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 223 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS TABLE 224 IBM: DEALS TABLE 225 IBM: OTHERS TABLE 226 AWS: COMPANY OVERVIEW TABLE 230 AWS: OTHERS TABLE 237 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 239 ORACLE: DEALS TABLE 240 SALESFORCE: COMPANY OVERVIEW TABLE 241 SALESFORCE: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 242 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS TABLE 243 SALESFORCE: DEALS TABLE 244 SAP: COMPANY OVERVIEW TABLE 245 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 246 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS TABLE 247 SAP: DEALS TABLE 248 SAP: OTHERS TABLE 253 HPE: COMPANY OVERVIEW TABLE 254 HPE: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 255 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS TABLE 256 HPE: DEALS TABLE 257 SNOWFLAKE: COMPANY OVERVIEW TABLE 258 SNOWFLAKE: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 259 SNOWFLAKE: PRODUCT LAUNCHES AND ENHANCEMENTS TABLE 260 SNOWFLAKE: DEALS TABLE 261 SNOWFLAKE: OTHERS TABLE 262 TERADATA: COMPANY OVERVIEW TABLE 263 TERADATA: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 264 TERADATA: PRODUCT LAUNCHES AND ENHANCEMENTS TABLE 265 TERADATA: DEALS TABLE 266 TERADATA: OTHERS TABLE 267 INFORMATICA: COMPANY OVERVIEW TABLE 268 INFORMATICA: PRODUCTS/SOLUTIONS/SERVICES OFFERED TABLE 269 INFORMATICA: PRODUCT LAUNCHES AND ENHANCEMENTS TABLE 270 INFORMATICA: DEALS TABLE 271 INFORMATICA: OTHERS TABLE 285 QLIK: OTHERS TABLE 286 MASTER DATA MANAGEMENT MARKET SIZE AND GROWTH RATE, 2016-2021 (USD MILLION, Y-O-Y %) TABLE 287 MASTER DATA MANAGEMENT MARKET SIZE AND GROWTH RATE, 2022-2027 (USD MILLION, Y-O-Y %) TABLE 288 MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2016-2021 (USD MILLION) TABLE 289 MASTER DATA MANAGEMENT MARKET, BY COMPONENT, 2022-2027 (USD MILLION) TABLE 290 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION) TABLE 291 MASTER DATA MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION) TABLE 292 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION) TABLE 293 MASTER DATA MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION) TABLE 294 MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2016-2021 (USD MILLION) TABLE 295 MASTER DATA MANAGEMENT MARKET, BY VERTICAL, 2022-2027 (USD MILLION) TABLE 296 MASTER DATA MANAGEMENT MARKET, BY REGION, 2016-2021 (USD MILLION) TABLE 297 MASTER DATA MANAGEMENT MARKET, BY REGION, 2022-2027 (USD MILLION) TABLE 298 GLOBAL METADATA MANAGEMENT TOOLS MARKET SIZE AND GROWTH RATE, 2015-2020 (USD MILLION, Y-O-Y%) TABLE 299 GLOBAL METADATA MANAGEMENT TOOLS MARKET SIZE AND GROWTH RATE, 2021-2026 (USD MILLION, Y-O-Y%) TABLE 300 METADATA MANAGEMENT TOOLS MARKET, BY APPLICATION, 2015-2020 (USD MILLION) TABLE 301 METADATA MANAGEMENT TOOLS MARKET, BY APPLICATION, 2021-2026 (USD MILLION) TABLE 302 METADATA MANAGEMENT TOOLS MARKET, BY BUSINESS FUNCTION, 2015-2020 (USD MILLION) TABLE 303 METADATA MANAGEMENT TOOLS MARKET, BY BUSINESS FUNCTION, 2021-2026 (USD MILLION) TABLE 304 METADATA MANAGEMENT TOOLS MARKET, BY ORGANIZATION SIZE, 2015-2020 (USD MILLION) TABLE 305 METADATA MANAGEMENT TOOLS MARKET, BY ORGANIZATION SIZE, 2021-2026 (USD MILLION) TABLE 306 METADATA MANAGEMENT TOOLS MARKET, BY VERTICAL, 2015-2020 (USD MILLION) TABLE 307 METADATA MANAGEMENT TOOLS MARKET, BY VERTICAL, 2021-2026 (USD MILLION) TABLE 308 METADATA MANAGEMENT TOOLS MARKET, BY COMPONENT, 2015-2020 (USD MILLION) TABLE 309 METADATA MANAGEMENT TOOLS MARKET, BY COMPONENT, 2021-2026 (USD MILLION) TABLE 310 METADATA MANAGEMENT TOOLS MARKET, BY METADATA TYPE, 2015-2020 (USD MILLION) TABLE 311 METADATA MANAGEMENT TOOLS MARKET, BY METADATA TYPE, 2021-2026 (USD MILLION) TABLE 312 METADATA MANAGEMENT TOOLS MARKET, BY DEPLOYMENT MODE, 2015-2020 (USD MILLION) TABLE 313 METADATA MANAGEMENT TOOLS MARKET, BY DEPLOYMENT MODE, 2021-2026 (USD MILLION) TABLE 314 METADATA MANAGEMENT MARKET, BY REGION, 2015-2020 (USD MILLION) TABLE 315 METADATA MANAGEMENT MARKET, BY REGION, 2021-2026 (USD MILLION)
FIGURE 1 AI DATA MANAGEMENT MARKET: RESEARCH DESIGN FIGURE 2 AI DATA MANAGEMENT MARKET: DATA TRIANGULATION FIGURE 3 AI DATA MANAGEMENT MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (SUPPLY SIDE): REVENUE FROM AI DATA MANAGEMENT/SERVICES FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL AI DATA MANAGEMENT/SERVICE COMPANIES FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3, BOTTOM-UP (SUPPLY SIDE): REVENUES OF TOP PLAYERS AND SOURCES OF DATA FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4, BOTTOM-UP (DEMAND SIDE): SHARE OF OVERALL AI DATA MANAGEMENT SPENDING FIGURE 8 PLATFORM SEGMENT TO HOLD LARGEST MARKET DURING FORECAST PERIOD FIGURE 9 DATA WAREHOUSING SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 10 CLOUD DEPLOYMENT MODE TO ACCOUNT FOR LARGER MARKET SHARE DURING FORECAST PERIOD FIGURE 11 DATA INTEGRATION & ETL SOFTWARE TOOLS SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 12 CONSULTING SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 13 IMAGE DATA SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 14 MACHINE LEARNING TECHNOLOGY SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 15 PROCESS AUTOMATION SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 16 BFSI VERTICAL TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD FIGURE 17 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD FIGURE 18 EXPONENTIAL GROWTH OF DIVERSE AND VOLUMINOUS DATASETS TO FUEL ACCURATE MODEL TRAINING AND ENHANCE ALGORITHMIC PERFORMANCE FIGURE 19 PROCESS AUTOMATION SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD FIGURE 20 PLATFORM SEGMENT AND BFSI VERTICAL TO ACCOUNT FOR LARGEST SHARES IN 2023 FIGURE 21 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE IN 2023 FIGURE 22 AI DATA MANAGEMENT MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES FIGURE 23 ARCHITECTURE OF AI DATA MANAGEMENT SOLUTIONS FIGURE 24 EVOLUTION OF AI DATA MANAGEMENT SOLUTIONS FIGURE 25 AI DATA MANAGEMENT MARKET: SUPPLY CHAIN ANALYSIS FIGURE 26 KEY PLAYERS IN AI DATA MANAGEMENT MARKET ECOSYSTEM FIGURE 27 NUMBER OF PATENTS GRANTED IN LAST 10 YEARS, 2013-2023 FIGURE 28 TOP APPLICANTS IN AI DATA MANAGEMENT MARKET, 2013-2023 FIGURE 29 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013-2023 FIGURE 30 COMPUTER SOFTWARE IMPORTS, BY KEY COUNTRY, 2015-2022 (USD BILLION) FIGURE 31 COMPUTER SOFTWARE EXPORTS, BY KEY COUNTRY, 2015-2022 (USD BILLION) FIGURE 32 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, TOP 3 SOFTWARE TOOLS FIGURE 33 AI DATA MANAGEMENT MARKET: PORTER’S FIVE FORCES ANALYSIS FIGURE 34 REVENUE SHIFT FOR AI DATA MANAGEMENT MARKET FIGURE 35 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS FIGURE 36 KEY BUYING CRITERIA FOR TOP THREE VERTICALS FIGURE 37 SERVICES SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD FIGURE 38 DATA WAREHOUSING SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 39 DATA INTEGRATION & ETL SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 40 CONSULTING SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 41 CLOUD DEPLOYMENT MODE TO WITNESS HIGHER CAGR DURING FORECAST PERIOD FIGURE 42 TEXT DATA SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD FIGURE 43 MACHINE LEARNING TECHNOLOGY SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 44 IMPUTATION PREDICTIVE MODELING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD FIGURE 45 BFSI VERTICAL TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD FIGURE 46 SOUTH AFRICA TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD FIGURE 47 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD FIGURE 48 NORTH AMERICA: MARKET SNAPSHOT FIGURE 49 ASIA PACIFIC: MARKET SNAPSHOT FIGURE 50 TOP 5 PLAYERS TO DOMINATE MARKET IN LAST 5 YEARS FIGURE 51 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2022 FIGURE 52 AI DATA MANAGEMENT MARKET: BRAND/PRODUCT COMPARATIVE ANALYSIS FIGURE 53 AI DATA MANAGEMENT MARKET: COMPANY EVALUATION MATRIX, 2022 FIGURE 54 AI DATA MANAGEMENT MARKET: START-UP/SME EVALUATION MATRIX, 2022 FIGURE 55 VALUATION AND FINANCIAL METRICS OF KEY VENDORS FIGURE 56 YTD PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS FIGURE 57 MICROSOFT: COMPANY SNAPSHOT FIGURE 59 AWS: COMPANY SNAPSHOT FIGURE 60 GOOGLE: COMPANY SNAPSHOT FIGURE 62 SALESFORCE: COMPANY SNAPSHOT FIGURE 63 SAP: COMPANY SNAPSHOT FIGURE 64 HPE: COMPANY SNAPSHOT FIGURE 65 SNOWFLAKE: COMPANY SNAPSHOT FIGURE 66 TERADATA: COMPANY SNAPSHOT FIGURE 67 INFORMATICA: COMPANY SNAPSHOT
