Summary

The AI inference PaaS market is projected to reach USD 18.84 billion in 2025 and USD 105.22 billion by 2030, recording a CAGR of 41.1% during the forecast period. The market is witnessing strong growth fueled by the rising need for real-time decision-making and the increasing integration of AI inference with industry-specific SaaS platforms. Sectors such as finance, retail, and healthcare leverage real-time insights to improve fraud detection, customer engagement, and clinical decision support, driving adoption of scalable inference services. At the same time, embedding inference capabilities into SaaS offerings allows enterprises to unlock tailored AI solutions without heavy infrastructure investments. These trends are expanding the addressable market and positioning AI inference PaaS as a core enabler of digital transformation.

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“Private cloud segment is projected to record the second-highest CAGR between 2025 and 2030”
The private cloud segment is expected to grow at the second-highest CAGR in the AI inference PaaS market during the forecast period, driven by the increasing demand for data security, compliance, and customized infrastructure among enterprises. Sectors such as BFSI, healthcare, and government prioritize private cloud deployments due to strict regulatory frameworks and the data sensitivity involved. AI inference on private clouds allows organizations to retain full control over data, reduce latency, and achieve high performance with dedicated resources. Vendors are responding with hybrid and private cloud offerings that combine scalability with governance, enabling enterprises to deploy large language models (LLMs) and machine learning workloads securely. Moreover, the rising adoption of sovereign AI initiatives in Europe and Asia-Pacific further strengthens demand for private cloud-based inference platforms.

“Machine learning segment is expected to hold a major share of the AI inference PaaS market in 2025”
The machine learning segment is likely to account for a significant share of the AI inference PaaS market in 2025, driven by its widespread adoption across end-use industries, such as finance, healthcare, retail, and manufacturing. Enterprises increasingly leverage machine learning algorithms for predictive analytics, fraud detection, customer personalization, and operational optimization, creating steady demand for scalable inference solutions. The ability of PaaS offerings to support real-time inference, automated model deployment, and cost-efficient scalability makes them a preferred choice for machine learning applications. Furthermore, the availability of pre-trained models, APIs, and managed infrastructure on cloud platforms is lowering entry barriers for SMEs and startups.

“Europe is anticipated to hold a significant market share in 2025”
Europe is projected to hold a strong position in the AI inference PaaS market in 2025, supported by advanced digital infrastructure, rising adoption of AI technologies, and increasing investments in sovereign AI initiatives. Countries such as the UK, Germany, and France are leading in AI adoption across industries, particularly in BFSI, automotive, and healthcare. The emphasis on data privacy and compliance, especially under GDPR, shapes the demand for secure and localized inference platforms, with global players and regional cloud providers expanding offerings tailored to these requirements. Growth in Europe is also driven by significant investments in cloud infrastructure and partnerships between hyperscalers and European institutions. In May 2024, Amazon announced major investments to expand cloud operations and a European sovereign cloud project, directly enhancing local compute capacity and enabling enterprises to access compliant inference services within the region. This move reflects a broader trend of hyperscalers localizing infrastructure to address Europe’s sovereignty concerns. Alongside Amazon, Microsoft Azure, and Google Cloud are strengthening their European presence, while local providers, such as OVHcloud and Deutsche Telekom, are capturing enterprises prioritizing domestic hosting and trusted AI deployment.

Extensive primary interviews were conducted with key industry experts in the AI inference PaaS market space to determine and verify the market size for various segments and subsegments gathered through secondary research. The breakdown of primary participants for the report is shown below.
The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:
? By Company Type: Tier 1 ? 50%, Tier 2 ? 30%, and Tier 3 ? 20%
? By Designation: C-level Executives ? 20%, Directors ? 30%, and Others ? 50%
? By Region: North America ? 40%, Europe ? 20%, Asia Pacific? 30%, and RoW ? 10%

The AI inference PaaS market is dominated by a few globally established players, such as Microsoft (US), Amazon Web Services, Inc. (US), Google Cloud (US), Oracle (US), IBM (US), Alibaba Cloud (China), Salesforce, Inc. (US), Tencent Cloud (China), Baidu, Inc. (China), Together AI (US), CoreWeave (US), Predibase (US), Vectara (US), Prem AI (US), and Baseten (China), among others. The study includes an in-depth competitive analysis of these key players in the AI inference PaaS market and their company profiles, recent developments, and key market strategies.

Research Coverage:
The report segments the AI inference PaaS market based on deployment (public cloud, private cloud, and hybrid cloud), application (generative AI, machine learning, natural language processing, and computer vision), and vertical (healthcare, BFSI, automotive, retail & e-commerce, media & entertainment, government & defense, IT & telecom, and other verticals). It also discusses the market’s drivers, restraints, opportunities, and challenges. It gives a detailed view of the market across four main regions (North America, Europe, Asia Pacific, and RoW). The report includes an ecosystem analysis of key players.

Key Benefits of Buying the Report:
? Analysis of key drivers (surging adoption of generative AI and large language models, increasing preference for cloud-native AI architectures, rising need for real-time decision making), restraints (high cost of AI accelerators and service pricing volatility, vendor lock-in concerns, data privacy and regulatory restrictions), opportunities (availability of on-demand inference for SMEs and startups, rise in sovereign AI and regional cloud partnerships, integration of AI inference platforms with industry-specific SaaS solutions), challenges (latency and bandwidth issues in cloud-only setups, complexities in managing AI models in dynamic production environments)
? Service Development/Innovation: Detailed insights on upcoming technologies, research and development activities, and new launches in the AI inference PaaS market
? Market Development: Comprehensive information about lucrative markets through the analysis of the AI inference PaaS market across varied regions
? Market Diversification: Exhaustive information about new products and services, untapped geographies, recent developments, and investments in the AI inference PaaS market
? Competitive Assessment: In-depth assessment of market shares, growth strategies, and product offerings of leading players, such as Microsoft (US), Amazon Web Services, Inc. (US), Google Cloud (US), Oracle (US), IBM (US), Alibaba Cloud (China), Salesforce, Inc. (US), Tencent Cloud (China), Baidu, Inc. (China), and Together AI (US)

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Table of Contents

TABLE 1 AI INFERENCE PAAS MARKET: INCLUSIONS AND EXCLUSIONS 28
TABLE 2 MAJOR SECONDARY SOURCES 32
TABLE 3 PRIMARY INTERVIEW PARTICIPANTS, BY COMPANY/ORGANIZATION NAME 34
TABLE 4 DATA CAPTURED FROM PRIMARY SOURCES 35
TABLE 5 AI INFERENCE PAAS MARKET: RESEARCH ASSUMPTIONS 42
TABLE 6 AI INFERENCE PAAS MARKET: RISK ANALYSIS 43
TABLE 7 ROLE OF COMPANIES IN AI INFERENCE PAAS ECOSYSTEM 64
TABLE 8 IMPACT OF PORTER'S FIVE FORCES ANALYSIS 65
TABLE 9 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP
THREE VERTICALS (%) 68
TABLE 10 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 69
TABLE 11 LIST OF KEY PATENTS, 2023?2025 71
TABLE 12 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 73
TABLE 13 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 74
TABLE 14 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 75
TABLE 15 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 76
TABLE 16 STANDARDS 79
TABLE 17 PRICING RANGE OF AI INFERENCE PAAS PROVIDED BY KEY PLAYERS,
BY DEPLOYMENT, 2024 81
TABLE 18 AVERAGE SELLING PRICE OF AI INFERENCE PAAS, BY APPLICATION,
2024 (USD/1 MILLION TOKENS AND USD/HOUR) 82
TABLE 19 LIST OF KEY CONFERENCES AND EVENTS, 2025?2026 87
TABLE 20 US ADJUSTED RECIPROCAL TARIFF RATES 90
TABLE 21 AI INFERENCE PAAS MARKET, BY DEPLOYMENT, 2021?2024 (USD MILLION) 96
TABLE 22 AI INFERENCE PAAS MARKET, BY DEPLOYMENT, 2025?2030 (USD MILLION) 97
TABLE 23 PUBLIC CLOUD: AI INFERENCE PAAS MARKET, BY VERTICAL,
2021?2024 (USD MILLION) 98
TABLE 24 PUBLIC CLOUD: AI INFERENCE PAAS MARKET, BY VERTICAL,
2025?2030 (USD MILLION) 98
TABLE 25 PRIVATE CLOUD: AI INFERENCE PAAS MARKET, BY VERTICAL,
2021?2024 (USD MILLION) 100
TABLE 26 PRIVATE CLOUD: AI INFERENCE PAAS MARKET, BY VERTICAL,
2025?2030 (USD MILLION) 100
TABLE 27 HYBRID CLOUD: AI INFERENCE PAAS MARKET, BY VERTICAL,
2021?2024 (USD MILLION) 101
TABLE 28 HYBRID CLOUD: AI INFERENCE PAAS MARKET, BY VERTICAL,
2025?2030 (USD MILLION) 102
TABLE 29 AI INFERENCE PAAS MARKET, BY APPLICATION, 2021?2024 (USD MILLION) 104
TABLE 30 AI INFERENCE PAAS MARKET, BY APPLICATION, 2025?2030 (USD MILLION) 105
TABLE 31 GENERATIVE AI: AI INFERENCE PAAS MARKET, BY REGION,
2021?2024 (USD MILLION) 106
TABLE 32 GENERATIVE AI: AI INFERENCE PAAS MARKET, BY REGION,
2025?2030 (USD MILLION) 106
TABLE 33 GENERATIVE AI: AI INFERENCE PAAS MARKET, BY APPLICATION TYPE,
2021?2024 (USD MILLION) 106
TABLE 34 GENERATIVE AI: AI INFERENCE PAAS MARKET, BY APPLICATION TYPE,
2025?2030 (USD MILLION) 107
TABLE 35 MACHINE LEARNING: AI INFERENCE PAAS MARKET, BY REGION,
2021?2024 (USD MILLION) 111
TABLE 36 MACHINE LEARNING: AI INFERENCE PAAS MARKET, BY REGION,
2025?2030 (USD MILLION) 111
TABLE 37 NATURAL LANGUAGE PROCESSING: AI INFERENCE PAAS MARKET, BY REGION, 2021?2024 (USD MILLION) 112
TABLE 38 NATURAL LANGUAGE PROCESSING: AI INFERENCE PAAS MARKET, BY REGION, 2025?2030 (USD MILLION) 112
TABLE 39 COMPUTER VISION: AI INFERENCE PAAS MARKET, BY REGION,
2021?2024 (USD MILLION) 113
TABLE 40 COMPUTER VISION: AI INFERENCE PAAS MARKET, BY REGION,
2025?2030 (USD MILLION) 113
TABLE 41 AI INFERENCE PAAS MARKET, BY VERTICAL, 2021?2024 (USD MILLION) 116
TABLE 42 AI INFERENCE PAAS MARKET, BY VERTICAL, 2025?2030 (USD MILLION) 116
TABLE 43 HEALTHCARE: AI INFERENCE PAAS MARKET, BY DEPLOYMENT,
2021?2024 (USD MILLION) 117
TABLE 44 HEALTHCARE: AI INFERENCE PAAS MARKET, BY DEPLOYMENT,
2025?2030 (USD MILLION) 117
TABLE 45 HEALTHCARE: AI INFERENCE PAAS MARKET, BY REGION,
2021?2024 (USD MILLION) 118
TABLE 46 HEALTHCARE: AI INFERENCE PAAS MARKET, BY REGION,
2025?2030 (USD MILLION) 118
TABLE 47 HEALTHCARE: AI INFERENCE PAAS MARKET IN NORTH AMERICA, BY COUNTRY, 2021?2024 (USD MILLION) 118
TABLE 48 HEALTHCARE: AI INFERENCE PAAS MARKET IN NORTH AMERICA, BY COUNTRY, 2025?2030 (USD MILLION) 118
TABLE 49 HEALTHCARE: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY,
2021?2024 (USD MILLION) 119
TABLE 50 HEALTHCARE: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY,
2025?2030 (USD MILLION) 119
TABLE 51 HEALTHCARE: AI INFERENCE PAAS MARKET IN ASIA PACIFIC, BY COUNTRY,
2021?2024 (USD MILLION) 120
TABLE 52 HEALTHCARE: AI INFERENCE PAAS MARKET IN ASIA PACIFIC, BY COUNTRY,
2025?2030 (USD MILLION) 120
TABLE 53 HEALTHCARE: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2021?2024 (USD MILLION) 121
TABLE 54 HEALTHCARE: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2025?2030 (USD MILLION) 121
TABLE 55 HEALTHCARE: AI INFERENCE PAAS MARKET IN MIDDLE EAST, BY COUNTRY,
2021?2024 (USD MILLION) 121
TABLE 56 HEALTHCARE: AI INFERENCE PAAS MARKET IN MIDDLE EAST, BY COUNTRY,
2025?2030 (USD MILLION) 122
TABLE 57 HEALTHCARE: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY,
2021?2024 (USD MILLION) 122
TABLE 58 HEALTHCARE: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY,
2025?2030 (USD MILLION) 122
TABLE 59 BFSI: AI INFERENCE PAAS MARKET, BY DEPLOYMENT, 2021?2024 (USD MILLION) 123
TABLE 60 BFSI: AI INFERENCE PAAS MARKET, BY DEPLOYMENT, 2025?2030 (USD MILLION) 124
TABLE 61 BFSI: AI INFERENCE PAAS MARKET, BY REGION, 2021?2024 (USD MILLION) 124
TABLE 62 BFSI: AI INFERENCE PAAS MARKET, BY REGION, 2025?2030 (USD MILLION) 124
TABLE 63 BFSI: AI INFERENCE PAAS MARKET IN NORTH AMERICA, BY COUNTRY,
2021?2024 (USD MILLION) 124
TABLE 64 BFSI: AI INFERENCE PAAS MARKET IN NORTH AMERICA, BY COUNTRY,
2025?2030 (USD MILLION) 125
TABLE 65 BFSI: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY,
2021?2024 (USD MILLION) 125
TABLE 66 BFSI: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY,
2025?2030 (USD MILLION) 125
TABLE 67 BFSI: AI INFERENCE PAAS MARKET IN ASIA PACIFIC, BY COUNTRY,
2021?2024 (USD MILLION) 126
TABLE 68 BFSI: AI INFERENCE PAAS MARKET IN ASIA PACIFIC, BY COUNTRY,
2025?2030 (USD MILLION) 126
TABLE 69 BFSI: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2021?2024 (USD MILLION) 127
TABLE 70 BFSI: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2025?2030 (USD MILLION) 127
TABLE 71 BFSI: AI INFERENCE PAAS MARKET IN MIDDLE EAST, BY COUNTRY,
2021?2024 (USD MILLION) 127
TABLE 72 BFSI: AI INFERENCE PAAS MARKET IN MIDDLE EAST, BY COUNTRY,
2025?2030 (USD MILLION) 128
TABLE 73 BFSI: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY,
2021?2024 (USD MILLION) 128
TABLE 74 BFSI: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY,
2025?2030 (USD MILLION) 128
TABLE 75 AUTOMOTIVE: AI INFERENCE PAAS MARKET, BY DEPLOYMENT,
2021?2024 (USD MILLION) 130
TABLE 76 AUTOMOTIVE: AI INFERENCE PAAS MARKET, BY DEPLOYMENT,
2025?2030 (USD MILLION) 130
TABLE 77 AUTOMOTIVE: AI INFERENCE PAAS MARKET, BY REGION,
2021?2024 (USD MILLION) 130
TABLE 78 AUTOMOTIVE: AI INFERENCE PAAS MARKET, BY REGION,
2025?2030 (USD MILLION) 130
TABLE 79 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN NORTH AMERICA, BY COUNTRY, 2021?2024 (USD MILLION) 131
TABLE 80 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN NORTH AMERICA, BY COUNTRY, 2025?2030 (USD MILLION) 131
TABLE 81 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY,
2021?2024 (USD MILLION) 131
TABLE 82 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY,
2025?2030 (USD MILLION) 132
TABLE 83 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN ASIA PACIFIC, BY COUNTRY,
2021?2024 (USD MILLION) 132
TABLE 84 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN ASIA PACIFIC, BY COUNTRY,
2025?2030 (USD MILLION) 133
TABLE 85 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2021?2024 (USD MILLION) 133
TABLE 86 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2025?2030 (USD MILLION) 133
TABLE 87 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN MIDDLE EAST, BY COUNTRY,
2021?2024 (USD MILLION) 134
TABLE 88 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN MIDDLE EAST, BY COUNTRY,
2025?2030 (USD MILLION) 134
TABLE 89 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY,
2021?2024 (USD MILLION) 134
TABLE 90 AUTOMOTIVE: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY,
2025?2030 (USD MILLION) 135
TABLE 91 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET, BY DEPLOYMENT,
2021?2024 (USD MILLION) 136
TABLE 92 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET, BY DEPLOYMENT,
2025?2030 (USD MILLION) 136
TABLE 93 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET, BY REGION,
2021?2024 (USD MILLION) 136
TABLE 94 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET, BY REGION,
2025?2030 (USD MILLION) 137
TABLE 95 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN NORTH AMERICA,
BY COUNTRY, 2021?2024 (USD MILLION) 137
TABLE 96 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN NORTH AMERICA,
BY COUNTRY, 2025?2030 (USD MILLION) 137
TABLE 97 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY, 2021?2024 (USD MILLION) 138
TABLE 98 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY, 2025?2030 (USD MILLION) 138
TABLE 99 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN ASIA PACIFIC,
BY COUNTRY, 2021?2024 (USD MILLION) 139
TABLE 100 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN ASIA PACIFIC,
BY COUNTRY, 2025?2030 (USD MILLION) 139
TABLE 101 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2021?2024 (USD MILLION) 140
TABLE 102 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2025?2030 (USD MILLION) 140
TABLE 103 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN MIDDLE EAST,
BY COUNTRY, 2021?2024 (USD MILLION) 140
TABLE 104 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN MIDDLE EAST,
BY COUNTRY, 2025?2030 (USD MILLION) 141
TABLE 105 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY, 2021?2024 (USD MILLION) 141
TABLE 106 RETAIL & E-COMMERCE: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY, 2025?2030 (USD MILLION) 141
TABLE 107 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET, BY DEPLOYMENT, 2021?2024 (USD MILLION) 142
TABLE 108 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET, BY DEPLOYMENT, 2025?2030 (USD MILLION) 143
TABLE 109 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET, BY REGION,
2021?2024 (USD MILLION) 143
TABLE 110 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET, BY REGION,
2025?2030 (USD MILLION) 143
TABLE 111 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN NORTH AMERICA,
BY COUNTRY, 2021?2024 (USD MILLION) 143
TABLE 112 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN NORTH AMERICA,
BY COUNTRY, 2025?2030 (USD MILLION) 144
TABLE 113 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN EUROPE,
BY COUNTRY, 2021?2024 (USD MILLION) 144
TABLE 114 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN EUROPE,
BY COUNTRY, 2025?2030 (USD MILLION) 144
TABLE 115 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN ASIA PACIFIC,
BY COUNTRY, 2021?2024 (USD MILLION) 145
TABLE 116 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN ASIA PACIFIC,
BY COUNTRY, 2025?2030 (USD MILLION) 145
TABLE 117 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN ROW, BY REGION, 2021?2024 (USD MILLION) 146
TABLE 118 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN ROW, BY REGION, 2025?2030 (USD MILLION) 146
TABLE 119 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN MIDDLE EAST,
BY COUNTRY, 2021?2024 (USD MILLION) 146
TABLE 120 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN MIDDLE EAST,
BY COUNTRY, 2025?2030 (USD MILLION) 147
TABLE 121 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY, 2021?2024 (USD MILLION) 147
TABLE 122 MEDIA & ENTERTAINMENT: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY, 2025?2030 (USD MILLION) 147
TABLE 123 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET, BY DEPLOYMENT, 2021?2024 (USD MILLION) 148
TABLE 124 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET, BY DEPLOYMENT, 2025?2030 (USD MILLION) 148
TABLE 125 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET, BY REGION,
2021?2024 (USD MILLION) 149
TABLE 126 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET, BY REGION,
2025?2030 (USD MILLION) 149
TABLE 127 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN NORTH AMERICA,
BY COUNTRY, 2021?2024 (USD MILLION) 149
TABLE 128 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN NORTH AMERICA,
BY COUNTRY, 2025?2030 (USD MILLION) 149
TABLE 129 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN EUROPE,
BY COUNTRY, 2021?2024 (USD MILLION) 150
TABLE 130 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN EUROPE,
BY COUNTRY, 2025?2030 (USD MILLION) 150
TABLE 131 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN ASIA PACIFIC,
BY COUNTRY, 2021?2024 (USD MILLION) 151
TABLE 132 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN ASIA PACIFIC,
BY COUNTRY, 2025?2030 (USD MILLION) 151
TABLE 133 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN ROW, BY REGION, 2021?2024 (USD MILLION) 152
TABLE 134 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN ROW, BY REGION, 2025?2030 (USD MILLION) 152
TABLE 135 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN MIDDLE EAST,
BY COUNTRY, 2021?2024 (USD MILLION) 152
TABLE 136 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN MIDDLE EAST,
BY COUNTRY, 2025?2030 (USD MILLION) 153
TABLE 137 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY, 2021?2024 (USD MILLION) 153
TABLE 138 GOVERNMENT & DEFENSE: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY, 2025?2030 (USD MILLION) 153
TABLE 139 IT & TELECOM: AI INFERENCE PAAS MARKET, BY DEPLOYMENT,
2021?2024 (USD MILLION) 154
TABLE 140 IT & TELECOM: AI INFERENCE PAAS MARKET, BY DEPLOYMENT,
2025?2030 (USD MILLION) 155
TABLE 141 IT & TELECOM: AI INFERENCE PAAS MARKET, BY REGION,
2021?2024 (USD MILLION) 155
TABLE 142 IT & TELECOM: AI INFERENCE PAAS MARKET, BY REGION,
2025?2030 (USD MILLION) 155
TABLE 143 IT & TELECOM: AI INFERENCE PAAS MARKET IN NORTH AMERICA, BY COUNTRY, 2021?2024 (USD MILLION) 155
TABLE 144 IT & TELECOM: AI INFERENCE PAAS MARKET IN NORTH AMERICA, BY COUNTRY, 2025?2030 (USD MILLION) 156
TABLE 145 IT & TELECOM: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY,
2021?2024 (USD MILLION) 156
TABLE 146 IT & TELECOM: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY,
2025?2030 (USD MILLION) 156
TABLE 147 IT & TELECOM: AI INFERENCE PAAS MARKET IN ASIA PACIFIC, BY COUNTRY,
2021?2024 (USD MILLION) 157
TABLE 148 IT & TELECOM: AI INFERENCE PAAS MARKET IN ASIA PACIFIC, BY COUNTRY,
2025?2030 (USD MILLION) 157
TABLE 149 IT & TELECOM: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2021?2024 (USD MILLION) 158
TABLE 150 IT & TELECOM: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2025?2030 (USD MILLION) 158
TABLE 151 IT & TELECOM: AI INFERENCE PAAS MARKET IN MIDDLE EAST, BY COUNTRY, 2021?2024 (USD MILLION) 158
TABLE 152 IT & TELECOM: AI INFERENCE PAAS MARKET IN MIDDLE EAST, BY COUNTRY, 2025?2030 (USD MILLION) 159
TABLE 153 IT & TELECOM: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY,
2021?2024 (USD MILLION) 159
TABLE 154 IT & TELECOM: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY,
2025?2030 (USD MILLION) 159
TABLE 155 OTHER VERTICALS: AI INFERENCE PAAS MARKET, BY DEPLOYMENT,
2021?2024 (USD MILLION) 160
TABLE 156 OTHER VERTICALS: AI INFERENCE PAAS MARKET, BY DEPLOYMENT,
2025?2030 (USD MILLION) 161
TABLE 157 OTHER VERTICALS: AI INFERENCE PAAS MARKET, BY REGION,
2021?2024 (USD MILLION) 161
TABLE 158 OTHER VERTICALS: AI INFERENCE PAAS MARKET, BY REGION,
2025?2030 (USD MILLION) 161
TABLE 159 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN NORTH AMERICA,
BY COUNTRY, 2021?2024 (USD MILLION) 161
TABLE 160 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN NORTH AMERICA,
BY COUNTRY, 2025?2030 (USD MILLION) 162
TABLE 161 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY,
2021?2024 (USD MILLION) 162
TABLE 162 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN EUROPE, BY COUNTRY,
2025?2030 (USD MILLION) 162
TABLE 163 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN ASIA PACIFIC, BY COUNTRY, 2021?2024 (USD MILLION) 163
TABLE 164 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN ASIA PACIFIC, BY COUNTRY, 2025?2030 (USD MILLION) 163
TABLE 165 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2021?2024 (USD MILLION) 164
TABLE 166 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN ROW, BY REGION,
2025?2030 (USD MILLION) 164
TABLE 167 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN MIDDLE EAST, BY COUNTRY, 2021?2024 (USD MILLION) 164
TABLE 168 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN MIDDLE EAST, BY COUNTRY, 2025?2030 (USD MILLION) 165
TABLE 169 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY,
2021?2024 (USD MILLION) 165
TABLE 170 OTHER VERTICALS: AI INFERENCE PAAS MARKET IN AFRICA, BY COUNTRY,
2025?2030 (USD MILLION) 165
TABLE 171 AI INFERENCE PAAS MARKET, BY REGION, 2021?2024 (USD MILLION) 167
TABLE 172 AI INFERENCE PAAS MARKET, BY REGION, 2025?2030 (USD MILLION) 168
TABLE 173 NORTH AMERICA: AI INFERENCE PAAS MARKET, BY COUNTRY,
2021?2024 (USD MILLION) 170
TABLE 174 NORTH AMERICA: AI INFERENCE PAAS MARKET, BY COUNTRY,
2025?2030 (USD MILLION) 170
TABLE 175 NORTH AMERICA: AI INFERENCE PAAS MARKET, BY VERTICAL,
2021?2024 (USD MILLION) 171
TABLE 176 NORTH AMERICA: AI INFERENCE PAAS MARKET, BY VERTICAL,
2025?2030 (USD MILLION) 171
TABLE 177 NORTH AMERICA: AI INFERENCE PAAS MARKET, BY APPLICATION,
2021?2024 (USD MILLION) 171
TABLE 178 NORTH AMERICA: AI INFERENCE PAAS MARKET, BY APPLICATION,
2025?2030 (USD MILLION) 172
TABLE 179 EUROPE: AI INFERENCE PAAS MARKET, BY COUNTRY, 2021?2024 (USD MILLION) 176
TABLE 180 EUROPE: AI INFERENCE PAAS MARKET, BY COUNTRY, 2025?2030 (USD MILLION) 177
TABLE 181 EUROPE: AI INFERENCE PAAS MARKET, BY VERTICAL, 2021?2024 (USD MILLION) 177
TABLE 182 EUROPE: AI INFERENCE PAAS MARKET, BY VERTICAL, 2025?2030 (USD MILLION) 178
TABLE 183 EUROPE: AI INFERENCE PAAS MARKET, BY APPLICATION,
2021?2024 (USD MILLION) 178
TABLE 184 EUROPE: AI INFERENCE PAAS MARKET, BY APPLICATION,
2025?2030 (USD MILLION) 178
TABLE 185 ASIA PACIFIC: AI INFERENCE PAAS MARKET, BY COUNTRY,
2021?2024 (USD MILLION) 186
TABLE 186 ASIA PACIFIC: AI INFERENCE PAAS MARKET, BY COUNTRY,
2025?2030 (USD MILLION) 186
TABLE 187 ASIA PACIFIC: AI INFERENCE PAAS MARKET, BY VERTICAL,
2021?2024 (USD MILLION) 187
TABLE 188 ASIA PACIFIC: AI INFERENCE PAAS MARKET, BY VERTICAL,
2025?2030 (USD MILLION) 187
TABLE 189 ASIA PACIFIC: AI INFERENCE PAAS MARKET, BY APPLICATION,
2021?2024 (USD MILLION) 187
TABLE 190 ASIA PACIFIC: AI INFERENCE PAAS MARKET, BY APPLICATION,
2025?2030 (USD MILLION) 188
TABLE 191 ROW: AI INFERENCE PAAS MARKET, BY REGION, 2021?2024 (USD MILLION) 196
TABLE 192 ROW: AI INFERENCE PAAS MARKET, BY REGION, 2025?2030 (USD MILLION) 196
TABLE 193 ROW: AI INFERENCE PAAS MARKET, BY VERTICAL, 2021?2024 (USD MILLION) 196
TABLE 194 ROW: AI INFERENCE PAAS MARKET, BY VERTICAL, 2025?2030 (USD MILLION) 197
TABLE 195 ROW: AI INFERENCE PAAS MARKET, BY APPLICATION, 2021?2024 (USD MILLION) 197
TABLE 196 ROW: AI INFERENCE PAAS MARKET, BY APPLICATION, 2025?2030 (USD MILLION) 197
TABLE 197 AFRICA: AI INFERENCE PAAS MARKET, BY COUNTRY, 2021?2024 (USD MILLION) 200
TABLE 198 AFRICA: AI INFERENCE PAAS MARKET, BY COUNTRY, 2025?2030 (USD MILLION) 200
TABLE 199 MIDDLE EAST: AI INFERENCE PAAS MARKET, BY COUNTRY,
2021?2024 (USD MILLION) 201
TABLE 200 MIDDLE EAST: AI INFERENCE PAAS MARKET, BY COUNTRY,
2025?2030 (USD MILLION) 201
TABLE 201 AI INFERENCE PAAS MARKET: OVERVIEW OF STRATEGIES ADOPTED
BY KEY PLAYERS, JANUARY 2021?SEPTEMBER 2025 206
TABLE 202 AI INFERENCE PAAS MARKET: DEGREE OF COMPETITION, 2024 210
TABLE 203 AI INFERENCE PAAS MARKET: REGION FOOTPRINT 219
TABLE 204 AI INFERENCE PAAS MARKET: DEPLOYMENT FOOTPRINT 220
TABLE 205 AI INFERENCE PAAS MARKET: APPLICATION FOOTPRINT 221
TABLE 206 AI INFERENCE PAAS MARKET: VERTICAL FOOTPRINT 222
TABLE 207 AI INFERENCE PAAS MARKET: DETAILED LIST OF KEY STARTUPS/SMES 226
TABLE 208 AI INFERENCE PAAS MARKET: COMPETITIVE BENCHMARKING OF
KEY STARTUPS/SMES 227
TABLE 209 AI INFERENCE PAAS MARKET: PRODUCT LAUNCHES/ENHANCEMENTS,
JANUARY 2021?SEPTEMBER 2025 229
TABLE 210 AI INFERENCE PAAS MARKET: DEALS, JANUARY 2021?SEPTEMBER 2025 230
TABLE 211 MICROSOFT: COMPANY OVERVIEW 233
TABLE 212 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 234
TABLE 213 MICROSOFT: PRODUCT LAUNCHES/ENHANCEMENTS 235
TABLE 214 MICROSOFT: DEALS 236
TABLE 215 AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW 239
TABLE 216 AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 240
TABLE 217 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES/ENHANCEMENTS 241
TABLE 218 AMAZON WEB SERVICES, INC.: DEALS 241
TABLE 219 GOOGLE CLOUD: COMPANY OVERVIEW 244
TABLE 220 GOOGLE CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED 245
TABLE 221 GOOGLE CLOUD: PRODUCT LAUNCHES/ENHANCEMENTS 246
TABLE 222 GOOGLE CLOUD: DEALS 246
TABLE 223 ORACLE: COMPANY OVERVIEW 249
TABLE 224 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 251
TABLE 225 ORACLE: PRODUCT LAUNCHES/ENHANCEMENTS 252
TABLE 226 ORACLE: DEALS 252
TABLE 227 IBM: COMPANY OVERVIEW 255
TABLE 228 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 256
TABLE 229 IBM: PRODUCT LAUNCHES/ENHANCEMENTS 258
TABLE 230 IBM: DEALS 258
TABLE 231 ALIBABA CLOUD: COMPANY OVERVIEW 260
TABLE 232 ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED 261
TABLE 233 ALIBABA CLOUD: PRODUCT LAUNCHES/ENHANCEMENTS 261
TABLE 234 ALIBABA CLOUD: DEALS 262
TABLE 235 ALIBABA CLOUD: OTHER DEVELOPMENTS 262
TABLE 236 SALESFORCE, INC.: COMPANY OVERVIEW 263
TABLE 237 SALESFORCE, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 265
TABLE 238 SALESFORCE, INC.: PRODUCT LAUNCHES/ENHANCEMENTS 265
TABLE 239 SALESFORCE, INC.: DEALS 266
TABLE 240 TENCENT CLOUD: COMPANY OVERVIEW 267
TABLE 241 TENCENT CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED 267
TABLE 242 BAIDU, INC.: COMPANY OVERVIEW 269
TABLE 243 BAIDU, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 270
TABLE 244 BAIDU, INC.: DEALS 271
TABLE 245 TOGETHER AI: COMPANY OVERVIEW 272
TABLE 246 TOGETHER AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 272
TABLE 247 TOGETHER AI: PRODUCT LAUNCHES/ENHANCEMENTS 273
TABLE 248 TOGETHER AI: DEALS 273
TABLE 249 COREWEAVE: COMPANY OVERVIEW 274
TABLE 250 PREDIBASE: COMPANY OVERVIEW 275
TABLE 251 VECTARA: COMPANY OVERVIEW 276
TABLE 252 PREM AI: COMPANY OVERVIEW 277
TABLE 253 BASETEN: COMPANY OVERVIEW 278
TABLE 254 C3.AI, INC.: COMPANY OVERVIEW 279
TABLE 255 CLOUDFLARE, INC.: COMPANY OVERVIEW 280
TABLE 256 XFERENCE SRL: COMPANY OVERVIEW 281
TABLE 257 H2O.AI: COMPANY OVERVIEW 282
TABLE 258 DATAROBOT, INC: COMPANY OVERVIEW 283
TABLE 259 CEREBRAS: COMPANY OVERVIEW 284
TABLE 260 CLOUDERA, INC.: COMPANY OVERVIEW 285
TABLE 261 GROQ, INC.: COMPANY OVERVIEW 286
TABLE 262 SAMBANOVA, INC.: COMPANY OVERVIEW 287
TABLE 263 LATENT AI: COMPANY OVERVIEW 288
TABLE 264 MODULAR INC: COMPANY OVERVIEW 289
TABLE 265 FIREWORKS AI, INC.: COMPANY OVERVIEW 290
TABLE 266 DEEP INFRA: COMPANY OVERVIEW 291
TABLE 267 REPLICATE: COMPANY OVERVIEW 292
TABLE 268 ANYSCALE, INC: COMPANY OVERVIEW 293
TABLE 269 FEATHERLESS.AI: COMPANY OVERVIEW 294
TABLE 270 RAFAY SYSTEMS, INC.: COMPANY OVERVIEW 295

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List of Tables/Graphs

FIGURE 1 AI INFERENCE PAAS MARKET SEGMENTATION AND REGIONAL SCOPE 27
FIGURE 2 AI INFERENCE PAAS MARKET: DURATION CONSIDERED 29
FIGURE 3 AI INFERENCE PAAS MARKET: RESEARCH DESIGN 31
FIGURE 4 DATA CAPTURED FROM SECONDARY SOURCES 33
FIGURE 5 BREAKDOWN OF PRIMARIES, BY COMPANY TYPE, DESIGNATION, AND REGION 34
FIGURE 6 CORE FINDINGS FROM INDUSTRY EXPERTS 36
FIGURE 7 AI INFERENCE PAAS MARKET: RESEARCH APPROACH 36
FIGURE 8 AI INFERENCE PAAS MARKET: RESEARCH FLOW 37
FIGURE 9 AI INFERENCE PAAS MARKET SIZE ESTIMATION (SUPPLY SIDE) 38
FIGURE 10 AI INFERENCE PAAS MARKET: BOTTOM-UP APPROACH 39
FIGURE 11 AI INFERENCE PAAS MARKET: TOP-DOWN APPROACH 40
FIGURE 12 AI INFERENCE PAAS MARKET: DATA TRIANGULATION 41
FIGURE 13 AI INFERENCE PAAS MARKET: RESEARCH LIMITATIONS 42
FIGURE 14 PUBLIC CLOUD SEGMENT TO ACCOUNT FOR LARGEST SHARE
OF AI INFERENCE PAAS MARKET IN 2030 45
FIGURE 15 GENERATIVE AI SEGMENT TO HOLD LARGEST MARKET SHARE IN 2025 45
FIGURE 16 BFSI SEGMENT TO DOMINATE AI INFERENCE PAAS MARKET
DURING FORECAST PERIOD 46
FIGURE 17 NORTH AMERICA TO CAPTURE LARGEST MARKET SHARE IN 2030 47
FIGURE 18 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR FROM 2025 TO 2030 48
FIGURE 19 SURGING ADOPTION OF CLOUD-NATIVE AI FRAMEWORKS TO CONTRIBUTE TO MARKET GROWTH 49
FIGURE 20 PUBLIC CLOUD AND GENERATIVE AI SEGMENTS TO HOLD LARGEST MARKET SHARE IN 2025 50
FIGURE 21 BFSI SEGMENT TO HOLD LARGEST MARKET SHARE IN 2030 50
FIGURE 22 INDIA TO WITNESS HIGHEST CAGR IN GLOBAL AI INFERENCE PAAS MARKET BETWEEN 2025 AND 2030 51
FIGURE 23 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 52
FIGURE 24 IMPACT ANALYSIS: DRIVERS 54
FIGURE 25 IMPACT ANALYSIS: RESTRAINTS 56
FIGURE 26 IMPACT ANALYSIS: OPPORTUNITIES 58
FIGURE 27 IMPACT ANALYSIS: CHALLENGES 60
FIGURE 28 TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS 61
FIGURE 29 VALUE CHAIN ANALYSIS 62
FIGURE 30 ECOSYSTEM ANALYSIS 63
FIGURE 31 INVESTMENT AND FUNDING SCENARIO, 2021?2025 65
FIGURE 32 PORTER'S FIVE FORCES ANALYSIS 66
FIGURE 33 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 68
FIGURE 34 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 69
FIGURE 35 PATENTS APPLIED AND GRANTED, 2014?2024 70
FIGURE 36 PUBLIC CLOUD SEGMENT TO DOMINATE AI INFERENCE PAAS MARKET DURING FORECAST PERIOD 96
FIGURE 37 GENERATIVE AI SEGMENT TO HOLD LARGEST MARKET SHARE IN 2030 104
FIGURE 38 BFSI SEGMENT TO DOMINATE AI INFERENCE PAAS MARKET FROM 2025 TO 2030 115
FIGURE 39 ASIA PACIFIC TO BE FASTEST-GROWING MARKET DURING FORECAST PERIOD 167
FIGURE 40 NORTH AMERICA: AI INFERENCE PAAS MARKET SNAPSHOT 169
FIGURE 41 US TO HOLD LARGEST SHARE OF NORTH AMERICAN AI INFERENCE PAAS MARKET IN 2030 170
FIGURE 42 EUROPE: AI INFERENCE PAAS MARKET SNAPSHOT 175
FIGURE 43 GERMANY TO EXHIBIT HIGHEST CAGR IN EUROPEAN AI INFERENCE PAAS MARKET FROM 2025 TO 2030 176
FIGURE 44 ASIA PACIFIC: AI INFERENCE PAAS MARKET SNAPSHOT 185
FIGURE 45 CHINA TO DOMINATE AI INFERENCE PAAS MARKET IN ASIA PACIFIC DURING FORECAST PERIOD 185
FIGURE 46 MIDDLE EAST TO CAPTURE LARGEST SHARE OF ROW AI INFERENCE PAAS MARKET IN 2030 195
FIGURE 47 AI INFERENCE PAAS MARKET: REVENUE ANALYSIS OF TOP
FIVE PLAYERS, 2021?2024 209
FIGURE 48 MARKET SHARE ANALYSIS OF COMPANIES OFFERING AI INFERENCE
PAAS, 2024 211
FIGURE 49 COMPANY VALUATION 213
FIGURE 50 FINANCIAL METRICS (EV/EBITDA) 214
FIGURE 51 BRAND COMPARISON 215
FIGURE 52 AI INFERENCE PAAS MARKET: COMPANY EVALUATION
|MATRIX (KEY PLAYERS), 2024 217
FIGURE 53 AI INFERENCE PAAS MARKET: COMPANY FOOTPRINT 218
FIGURE 54 AI INFERENCE PAAS MARKET: COMPANY EVALUATION
MATRIX (STARTUPS/SMES), 2024 225
FIGURE 55 MICROSOFT: COMPANY SNAPSHOT 234
FIGURE 56 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT 240
FIGURE 57 GOOGLE CLOUD: COMPANY SNAPSHOT 245
FIGURE 58 ORACLE: COMPANY SNAPSHOT 250
FIGURE 59 IBM: COMPANY SNAPSHOT 256
FIGURE 60 ALIBABA CLOUD: COMPANY SNAPSHOT 260
FIGURE 61 SALESFORCE, INC.: COMPANY SNAPSHOT 264
FIGURE 62 BAIDU, INC.: COMPANY SNAPSHOT 270