Global Model Inference Optimization Tools Market 2025-2029

Best Price Guarantee	Length	Publisher	Published Date	SKU
from $2,500	258 Pages	TechNavio	July, 2025	INF20212855

Best Price Guarantee
Price	from $2,500
Length	258 Pages
Publisher	TechNavio
Published Date	July, 2025
SKU	INF20212855

Model Inference Optimization Tools Market 2025-2029

The model inference optimization tools market is forecasted to grow by USD 180226.8 mn during 2024-2029, accelerating at a CAGR of 24.6% during the forecast period. The report on the model inference optimization tools 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 proliferation of large and complex ai models, especially generative ai, relentless expansion of edge ai and iot, and economic imperative for operational efficiency and sustainability.

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 size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's model inference optimization tools market is segmented as below:

By Deployment

Cloud
On-premises
Edge

By End-user

BFSI
Healthcare
Retail and e-commerce
Automotive
Others

By Application

Machine learning
Generative AI
Natural language processing (NLP)
Computer vision
Others

By Geographical Landscape

APAC
North America
Europe
South America
Middle East and Africa

This study identifies the rise of automated and hardware-aware optimization platforms as one of the prime reasons driving the model inference optimization tools market growth during the next few years. Also, emergence of specialized toolchains for generative ai and large language models and integration of optimization into end-to-end mlops and ai governance lifecycle will lead to sizable demand in the market.

The report on the model inference optimization tools market covers the following areas:

Model Inference Optimization Tools Market sizing
Model Inference Optimization Tools Market forecast
Model Inference Optimization Tools 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 model inference optimization tools market vendors that include Advanced Micro Devices Inc., Alibaba Group Holding Ltd., Amazon.com Inc., Axelera AI B.V., Cerebras Systems Inc., Gcore, Google LLC, Graphcore Ltd., Groq Inc., Hugging Face, Intel Corp., International Business Machines Corp., Microsoft Corp., Nebius, NVIDIA Corp., Qualcomm Inc., Recogni, and Scaleway SAS. Also, the model inference optimization tools 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 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 primary and secondary research. 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 accurate market growth.

1 Executive Summary: 1.1 Market overview; Executive Summary - Chart on Market Overview; Executive Summary - Data Table on Market Overview; Executive Summary - Chart on Global Market Characteristics; Executive Summary - Chart on Market By Geographical Landscape; Executive Summary - Chart on Market Segmentation by Deployment; Executive Summary - Chart on Market Segmentation by End-user; Executive Summary - Chart on Market Segmentation by Application; Executive Summary - Chart on Incremental Growth; Executive Summary - Data Table on Incremental Growth; Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis: 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria; Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria; 2.2 Criticality of inputs and Factors of differentiation; Overview on criticality of inputs and factors of differentiation; 2.3 Factors of disruption; Overview on factors of disruption; 2.4 Impact of drivers and challenges; Impact of drivers and challenges in 2024 and 2029
3 Market Landscape: 3.1 Market ecosystem; Parent Market; Data Table on - Parent Market; 3.2 Market characteristics; Market characteristics analysis; 3.3 Value chain analysis; Value chain analysis
4 Market Sizing: 4.1 Market definition; Offerings of companies included in the market definition; 4.2 Market segment analysis; Market segments; 4.3 Market size 2024; 4.4 Market outlook: Forecast for 2024-2029; Chart on Global - Market size and forecast 2024-2029 ($ million); Data Table on Global - Market size and forecast 2024-2029 ($ million); Chart on Global Market: Year-over-year growth 2024-2029 (%); Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size: 5.1 Global Model Inference Optimization Tools Market 2019 - 2023; Historic Market Size - Data Table on Global Model Inference Optimization Tools Market 2019 - 2023 ($ million); 5.2 Deployment segment analysis 2019 - 2023; Historic Market Size - Deployment Segment 2019 - 2023 ($ million); 5.3 End-user segment analysis 2019 - 2023; Historic Market Size - End-user Segment 2019 - 2023 ($ million); 5.4 Application segment analysis 2019 - 2023; Historic Market Size - Application Segment 2019 - 2023 ($ million); 5.5 Geography segment analysis 2019 - 2023; Historic Market Size - Geography Segment 2019 - 2023 ($ million); 5.6 Country segment analysis 2019 - 2023; Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Five Forces Analysis: 6.1 Five forces summary; Five forces analysis - Comparison between 2024 and 2029; 6.2 Bargaining power of buyers; Bargaining power of buyers - Impact of key factors 2024 and 2029; 6.3 Bargaining power of suppliers; Bargaining power of suppliers - Impact of key factors in 2024 and 2029; 6.4 Threat of new entrants; Threat of new entrants - Impact of key factors in 2024 and 2029; 6.5 Threat of substitutes; Threat of substitutes - Impact of key factors in 2024 and 2029; 6.6 Threat of rivalry; Threat of rivalry - Impact of key factors in 2024 and 2029; 6.7 Market condition; Chart on Market condition - Five forces 2024 and 2029
7 Market Segmentation by Deployment: 7.1 Market segments; Chart on Deployment - Market share 2024-2029 (%); Data Table on Deployment - Market share 2024-2029 (%); 7.2 Comparison by Deployment; Chart on Comparison by Deployment; Data Table on Comparison by Deployment; 7.3 Cloud - Market size and forecast 2024-2029; Chart on Cloud - Market size and forecast 2024-2029 ($ million); Data Table on Cloud - Market size and forecast 2024-2029 ($ million); Chart on Cloud - Year-over-year growth 2024-2029 (%); Data Table on Cloud - Year-over-year growth 2024-2029 (%); 7.4 On-premises - Market size and forecast 2024-2029; Chart on On-premises - Market size and forecast 2024-2029 ($ million); Data Table on On-premises - Market size and forecast 2024-2029 ($ million); Chart on On-premises - Year-over-year growth 2024-2029 (%); Data Table on On-premises - Year-over-year growth 2024-2029 (%); 7.5 Edge - Market size and forecast 2024-2029; Chart on Edge - Market size and forecast 2024-2029 ($ million); Data Table on Edge - Market size and forecast 2024-2029 ($ million); Chart on Edge - Year-over-year growth 2024-2029 (%); Data Table on Edge - Year-over-year growth 2024-2029 (%); 7.6 Market opportunity by Deployment; Market opportunity by Deployment ($ million); Data Table on Market opportunity by Deployment ($ million)
8 Market Segmentation by End-user: 8.1 Market segments; Chart on End-user - Market share 2024-2029 (%); Data Table on End-user - Market share 2024-2029 (%); 8.2 Comparison by End-user; Chart on Comparison by End-user; Data Table on Comparison by End-user; 8.3 BFSI - Market size and forecast 2024-2029; Chart on BFSI - Market size and forecast 2024-2029 ($ million); Data Table on BFSI - Market size and forecast 2024-2029 ($ million); Chart on BFSI - Year-over-year growth 2024-2029 (%); Data Table on BFSI - Year-over-year growth 2024-2029 (%); 8.4 Healthcare - Market size and forecast 2024-2029; Chart on Healthcare - Market size and forecast 2024-2029 ($ million); Data Table on Healthcare - Market size and forecast 2024-2029 ($ million); Chart on Healthcare - Year-over-year growth 2024-2029 (%); Data Table on Healthcare - Year-over-year growth 2024-2029 (%); 8.5 Retail and e-commerce - Market size and forecast 2024-2029; Chart on Retail and e-commerce - Market size and forecast 2024-2029 ($ million); Data Table on Retail and e-commerce - Market size and forecast 2024-2029 ($ million); Chart on Retail and e-commerce - Year-over-year growth 2024-2029 (%); Data Table on Retail and e-commerce - Year-over-year growth 2024-2029 (%); 8.6 Automotive - Market size and forecast 2024-2029; Chart on Automotive - Market size and forecast 2024-2029 ($ million); Data Table on Automotive - Market size and forecast 2024-2029 ($ million); Chart on Automotive - Year-over-year growth 2024-2029 (%); Data Table on Automotive - Year-over-year growth 2024-2029 (%); 8.7 Others - Market size and forecast 2024-2029; Chart on Others - Market size and forecast 2024-2029 ($ million); Data Table on Others - Market size and forecast 2024-2029 ($ million); Chart on Others - Year-over-year growth 2024-2029 (%); Data Table on Others - Year-over-year growth 2024-2029 (%); 8.8 Market opportunity by End-user; Market opportunity by End-user ($ million); Data Table on Market opportunity by End-user ($ million)
9 Market Segmentation by Application: 9.1 Market segments; Chart on Application - Market share 2024-2029 (%); Data Table on Application - Market share 2024-2029 (%); 9.2 Comparison by Application; Chart on Comparison by Application; Data Table on Comparison by Application; 9.3 Machine learning - Market size and forecast 2024-2029; Chart on Machine learning - Market size and forecast 2024-2029 ($ million); Data Table on Machine learning - Market size and forecast 2024-2029 ($ million); Chart on Machine learning - Year-over-year growth 2024-2029 (%); Data Table on Machine learning - Year-over-year growth 2024-2029 (%); 9.4 Generative AI - Market size and forecast 2024-2029; Chart on Generative AI - Market size and forecast 2024-2029 ($ million); Data Table on Generative AI - Market size and forecast 2024-2029 ($ million); Chart on Generative AI - Year-over-year growth 2024-2029 (%); Data Table on Generative AI - Year-over-year growth 2024-2029 (%); 9.5 Natural language processing (NLP) - Market size and forecast 2024-2029; Chart on Natural language processing (NLP) - Market size and forecast 2024-2029 ($ million); Data Table on Natural language processing (NLP) - Market size and forecast 2024-2029 ($ million); Chart on Natural language processing (NLP) - Year-over-year growth 2024-2029 (%); Data Table on Natural language processing (NLP) - Year-over-year growth 2024-2029 (%); 9.6 Computer vision - Market size and forecast 2024-2029; Chart on Computer vision - Market size and forecast 2024-2029 ($ million); Data Table on Computer vision - Market size and forecast 2024-2029 ($ million); Chart on Computer vision - Year-over-year growth 2024-2029 (%); Data Table on Computer vision - Year-over-year growth 2024-2029 (%); 9.7 Others - Market size and forecast 2024-2029; Chart on Others - Market size and forecast 2024-2029 ($ million); Data Table on Others - Market size and forecast 2024-2029 ($ million); Chart on Others - Year-over-year growth 2024-2029 (%); Data Table on Others - Year-over-year growth 2024-2029 (%); 9.8 Market opportunity by Application; Market opportunity by Application ($ million); Data Table on Market opportunity by Application ($ million)
10 Customer Landscape: 10.1 Customer landscape overview; Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
11 Geographic Landscape: 11.1 Geographic segmentation; Chart on Market share By Geographical Landscape 2024-2029 (%); Data Table on Market share By Geographical Landscape 2024-2029 (%); 11.2 Geographic comparison; Chart on Geographic comparison; Data Table on Geographic comparison; 11.3 APAC - Market size and forecast 2024-2029; Chart on APAC - Market size and forecast 2024-2029 ($ million); Data Table on APAC - Market size and forecast 2024-2029 ($ million); Chart on APAC - Year-over-year growth 2024-2029 (%); Data Table on APAC - Year-over-year growth 2024-2029 (%); 11.4 North America - Market size and forecast 2024-2029; Chart on North America - Market size and forecast 2024-2029 ($ million); Data Table on North America - Market size and forecast 2024-2029 ($ million); Chart on North America - Year-over-year growth 2024-2029 (%); Data Table on North America - Year-over-year growth 2024-2029 (%); 11.5 Europe - Market size and forecast 2024-2029; Chart on Europe - Market size and forecast 2024-2029 ($ million); Data Table on Europe - Market size and forecast 2024-2029 ($ million); Chart on Europe - Year-over-year growth 2024-2029 (%); Data Table on Europe - Year-over-year growth 2024-2029 (%); 11.6 South America - Market size and forecast 2024-2029; Chart on South America - Market size and forecast 2024-2029 ($ million); Data Table on South America - Market size and forecast 2024-2029 ($ million); Chart on South America - Year-over-year growth 2024-2029 (%); Data Table on South America - Year-over-year growth 2024-2029 (%); 11.7 Middle East and Africa - Market size and forecast 2024-2029; Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million); Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million); Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%); Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%); 11.8 US - Market size and forecast 2024-2029; Chart on US - Market size and forecast 2024-2029 ($ million); Data Table on US - Market size and forecast 2024-2029 ($ million); Chart on US - Year-over-year growth 2024-2029 (%); Data Table on US - Year-over-year growth 2024-2029 (%); 11.9 China - Market size and forecast 2024-2029; Chart on China - Market size and forecast 2024-2029 ($ million); Data Table on China - Market size and forecast 2024-2029 ($ million); Chart on China - Year-over-year growth 2024-2029 (%); Data Table on China - Year-over-year growth 2024-2029 (%); 11.10 Japan - Market size and forecast 2024-2029; Chart on Japan - Market size and forecast 2024-2029 ($ million); Data Table on Japan - Market size and forecast 2024-2029 ($ million); Chart on Japan - Year-over-year growth 2024-2029 (%); Data Table on Japan - Year-over-year growth 2024-2029 (%); 11.11 India - Market size and forecast 2024-2029; Chart on India - Market size and forecast 2024-2029 ($ million); Data Table on India - Market size and forecast 2024-2029 ($ million); Chart on India - Year-over-year growth 2024-2029 (%); Data Table on India - Year-over-year growth 2024-2029 (%); 11.12 South Korea - Market size and forecast 2024-2029; Chart on South Korea - Market size and forecast 2024-2029 ($ million); Data Table on South Korea - Market size and forecast 2024-2029 ($ million); Chart on South Korea - Year-over-year growth 2024-2029 (%); Data Table on South Korea - Year-over-year growth 2024-2029 (%); 11.13 Germany - Market size and forecast 2024-2029; Chart on Germany - Market size and forecast 2024-2029 ($ million); Data Table on Germany - Market size and forecast 2024-2029 ($ million); Chart on Germany - Year-over-year growth 2024-2029 (%); Data Table on Germany - Year-over-year growth 2024-2029 (%); 11.14 Canada - Market size and forecast 2024-2029; Chart on Canada - Market size and forecast 2024-2029 ($ million); Data Table on Canada - Market size and forecast 2024-2029 ($ million); Chart on Canada - Year-over-year growth 2024-2029 (%); Data Table on Canada - Year-over-year growth 2024-2029 (%); 11.15 UK - Market size and forecast 2024-2029; Chart on UK - Market size and forecast 2024-2029 ($ million); Data Table on UK - Market size and forecast 2024-2029 ($ million); Chart on UK - Year-over-year growth 2024-2029 (%); Data Table on UK - Year-over-year growth 2024-2029 (%); 11.16 France - Market size and forecast 2024-2029; Chart on France - Market size and forecast 2024-2029 ($ million); Data Table on France - Market size and forecast 2024-2029 ($ million); Chart on France - Year-over-year growth 2024-2029 (%); Data Table on France - Year-over-year growth 2024-2029 (%); 11.17 Italy - Market size and forecast 2024-2029; Chart on Italy - Market size and forecast 2024-2029 ($ million); Data Table on Italy - Market size and forecast 2024-2029 ($ million); Chart on Italy - Year-over-year growth 2024-2029 (%); Data Table on Italy - Year-over-year growth 2024-2029 (%); 11.18 Market opportunity By Geographical Landscape; Market opportunity By Geographical Landscape ($ million); Data Tables on Market opportunity By Geographical Landscape ($ million)
12 Drivers, Challenges, and Opportunity/Restraints: 12.1 Market drivers; 12.2 Market challenges; 12.3 Impact of drivers and challenges; Impact of drivers and challenges in 2024 and 2029; 12.4 Market opportunities/restraints
13 Competitive Landscape: 13.1 Overview; 13.2 Competitive Landscape; Overview on criticality of inputs and factors of differentiation; 13.3 Landscape disruption; Overview on factors of disruption; 13.4 Industry risks; Impact of key risks on business
14 Competitive Analysis: 14.1 Companies profiled; Companies covered; 14.2 Company ranking index; Company ranking index; 14.3 Market positioning of companies; Matrix on companies position and classification; 14.4 Advanced Micro Devices Inc.; Advanced Micro Devices Inc. - Overview; Advanced Micro Devices Inc. - Business segments; Advanced Micro Devices Inc. - Key news; Advanced Micro Devices Inc. - Key offerings; Advanced Micro Devices Inc. - Segment focus; SWOT; 14.5 Alibaba Group Holding Ltd.; Alibaba Group Holding Ltd. - Overview; Alibaba Group Holding Ltd. - Business segments; Alibaba Group Holding Ltd. - Key news; Alibaba Group Holding Ltd. - Key offerings; Alibaba Group Holding Ltd. - Segment focus; SWOT; 14.6 Amazon.com Inc.; Amazon.com Inc. - Overview; Amazon.com Inc. - Business segments; Amazon.com Inc. - Key news; Amazon.com Inc. - Key offerings; Amazon.com Inc. - Segment focus; SWOT; 14.7 Cerebras Systems Inc.; Cerebras Systems Inc. - Overview; Cerebras Systems Inc. - Product / Service; Cerebras Systems Inc. - Key offerings; SWOT; 14.8 Gcore; Gcore - Overview; Gcore - Product / Service; Gcore - Key offerings; SWOT; 14.9 Google LLC; Google LLC - Overview; Google LLC - Product / Service; Google LLC - Key offerings; SWOT; 14.10 Groq Inc.; Groq Inc. - Overview; Groq Inc. - Product / Service; Groq Inc. - Key offerings; SWOT; 14.11 Hugging Face; Hugging Face - Overview; Hugging Face - Product / Service; Hugging Face - Key offerings; SWOT; 14.12 Intel Corp.; Intel Corp. - Overview; Intel Corp. - Business segments; Intel Corp. - Key news; Intel Corp. - Key offerings; Intel Corp. - Segment focus; SWOT; 14.13 International Business Machines Corp.; International Business Machines Corp. - Overview; International Business Machines Corp. - Business segments; International Business Machines Corp. - Key news; International Business Machines Corp. - Key offerings; International Business Machines Corp. - Segment focus; SWOT; 14.14 Microsoft Corp.; Microsoft Corp. - Overview; Microsoft Corp. - Business segments; Microsoft Corp. - Key news; Microsoft Corp. - Key offerings; Microsoft Corp. - Segment focus; SWOT; 14.15 Nebius; Nebius - Overview; Nebius - Product / Service; Nebius - Key offerings; SWOT; 14.16 NVIDIA Corp.; NVIDIA Corp. - Overview; NVIDIA Corp. - Business segments; NVIDIA Corp. - Key news; NVIDIA Corp. - Key offerings; NVIDIA Corp. - Segment focus; SWOT; 14.17 Qualcomm Inc.; Qualcomm Inc. - Overview; Qualcomm Inc. - Business segments; Qualcomm Inc. - Key news; Qualcomm Inc. - Key offerings; Qualcomm Inc. - Segment focus; SWOT; 14.18 Scaleway SAS; Scaleway SAS - Overview; Scaleway SAS - Product / Service; Scaleway SAS - Key offerings; SWOT
15 Appendix: 15.1 Scope of the report; 15.2 Inclusions and exclusions checklist; Inclusions checklist; Exclusions checklist; 15.3 Currency conversion rates for US$; Currency conversion rates for US$; 15.4 Research methodology; Research methodology; 15.5 Data procurement; Information sources; 15.6 Data validation; Data validation; 15.7 Validation techniques employed for market sizing; Validation techniques employed for market sizing; 15.8 Data synthesis; Data synthesis; 15.9 360 degree market analysis
360 degree market analysis: 15.10 List of abbreviations; List of abbreviations
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 Market Segmentation by Application; Exhibits8: Executive Summary - Chart on Incremental Growth; Exhibits9: Executive Summary - Data Table on Incremental Growth; Exhibits10: Executive Summary - Chart on Company Market Positioning; Exhibits11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria; Exhibits12: Overview on criticality of inputs and factors of differentiation; Exhibits13: Overview on factors of disruption; Exhibits14: Impact of drivers and challenges in 2024 and 2029; Exhibits15: Parent Market; Exhibits16: Data Table on - Parent Market; Exhibits17: Market characteristics analysis; Exhibits18: Value chain analysis; Exhibits19: Offerings of companies included in the market definition; Exhibits20: Market segments; Exhibits21: Chart on Global - Market size and forecast 2024-2029 ($ million); Exhibits22: Data Table on Global - Market size and forecast 2024-2029 ($ million); Exhibits23: Chart on Global Market: Year-over-year growth 2024-2029 (%); Exhibits24: Data Table on Global Market: Year-over-year growth 2024-2029 (%); Exhibits25: Historic Market Size - Data Table on Global Model Inference Optimization Tools Market 2019 - 2023 ($ million); Exhibits26: Historic Market Size - Deployment Segment 2019 - 2023 ($ million); Exhibits27: Historic Market Size - End-user Segment 2019 - 2023 ($ million); Exhibits28: Historic Market Size - Application Segment 2019 - 2023 ($ million); Exhibits29: Historic Market Size - Geography Segment 2019 - 2023 ($ million); Exhibits30: Historic Market Size - Country Segment 2019 - 2023 ($ million); Exhibits31: Five forces analysis - Comparison between 2024 and 2029; Exhibits32: Bargaining power of buyers - Impact of key factors 2024 and 2029; Exhibits33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029; Exhibits34: Threat of new entrants - Impact of key factors in 2024 and 2029; Exhibits35: Threat of substitutes - Impact of key factors in 2024 and 2029; Exhibits36: Threat of rivalry - Impact of key factors in 2024 and 2029; Exhibits37: Chart on Market condition - Five forces 2024 and 2029; Exhibits38: Chart on Deployment - Market share 2024-2029 (%); Exhibits39: Data Table on Deployment - Market share 2024-2029 (%); Exhibits40: Chart on Comparison by Deployment; Exhibits41: Data Table on Comparison by Deployment; Exhibits42: Chart on Cloud - Market size and forecast 2024-2029 ($ million); Exhibits43: Data Table on Cloud - Market size and forecast 2024-2029 ($ million); Exhibits44: Chart on Cloud - Year-over-year growth 2024-2029 (%); Exhibits45: Data Table on Cloud - Year-over-year growth 2024-2029 (%); Exhibits46: Chart on On-premises - Market size and forecast 2024-2029 ($ million); Exhibits47: Data Table on On-premises - Market size and forecast 2024-2029 ($ million); Exhibits48: Chart on On-premises - Year-over-year growth 2024-2029 (%); Exhibits49: Data Table on On-premises - Year-over-year growth 2024-2029 (%); Exhibits50: Chart on Edge - Market size and forecast 2024-2029 ($ million); Exhibits51: Data Table on Edge - Market size and forecast 2024-2029 ($ million); Exhibits52: Chart on Edge - Year-over-year growth 2024-2029 (%); Exhibits53: Data Table on Edge - Year-over-year growth 2024-2029 (%); Exhibits54: Market opportunity by Deployment ($ million); Exhibits55: Data Table on Market opportunity by Deployment ($ million); Exhibits56: Chart on End-user - Market share 2024-2029 (%); Exhibits57: Data Table on End-user - Market share 2024-2029 (%); Exhibits58: Chart on Comparison by End-user; Exhibits59: Data Table on Comparison by End-user; Exhibits60: Chart on BFSI - Market size and forecast 2024-2029 ($ million); Exhibits61: Data Table on BFSI - Market size and forecast 2024-2029 ($ million); Exhibits62: Chart on BFSI - Year-over-year growth 2024-2029 (%); Exhibits63: Data Table on BFSI - Year-over-year growth 2024-2029 (%); Exhibits64: Chart on Healthcare - Market size and forecast 2024-2029 ($ million); Exhibits65: Data Table on Healthcare - Market size and forecast 2024-2029 ($ million); Exhibits66: Chart on Healthcare - Year-over-year growth 2024-2029 (%); Exhibits67: Data Table on Healthcare - Year-over-year growth 2024-2029 (%); Exhibits68: Chart on Retail and e-commerce - Market size and forecast 2024-2029 ($ million); Exhibits69: Data Table on Retail and e-commerce - Market size and forecast 2024-2029 ($ million); Exhibits70: Chart on Retail and e-commerce - Year-over-year growth 2024-2029 (%); Exhibits71: Data Table on Retail and e-commerce - Year-over-year growth 2024-2029 (%); Exhibits72: Chart on Automotive - Market size and forecast 2024-2029 ($ million); Exhibits73: Data Table on Automotive - Market size and forecast 2024-2029 ($ million); Exhibits74: Chart on Automotive - Year-over-year growth 2024-2029 (%); Exhibits75: Data Table on Automotive - Year-over-year growth 2024-2029 (%); Exhibits76: Chart on Others - Market size and forecast 2024-2029 ($ million); Exhibits77: Data Table on Others - Market size and forecast 2024-2029 ($ million); Exhibits78: Chart on Others - Year-over-year growth 2024-2029 (%); Exhibits79: Data Table on Others - Year-over-year growth 2024-2029 (%); Exhibits80: Market opportunity by End-user ($ million); Exhibits81: Data Table on Market opportunity by End-user ($ million); Exhibits82: Chart on Application - Market share 2024-2029 (%); Exhibits83: Data Table on Application - Market share 2024-2029 (%); Exhibits84: Chart on Comparison by Application; Exhibits85: Data Table on Comparison by Application; Exhibits86: Chart on Machine learning - Market size and forecast 2024-2029 ($ million); Exhibits87: Data Table on Machine learning - Market size and forecast 2024-2029 ($ million); Exhibits88: Chart on Machine learning - Year-over-year growth 2024-2029 (%); Exhibits89: Data Table on Machine learning - Year-over-year growth 2024-2029 (%); Exhibits90: Chart on Generative AI - Market size and forecast 2024-2029 ($ million); Exhibits91: Data Table on Generative AI - Market size and forecast 2024-2029 ($ million); Exhibits92: Chart on Generative AI - Year-over-year growth 2024-2029 (%); Exhibits93: Data Table on Generative AI - Year-over-year growth 2024-2029 (%); Exhibits94: Chart on Natural language processing (NLP) - Market size and forecast 2024-2029 ($ million); Exhibits95: Data Table on Natural language processing (NLP) - Market size and forecast 2024-2029 ($ million); Exhibits96: Chart on Natural language processing (NLP) - Year-over-year growth 2024-2029 (%); Exhibits97: Data Table on Natural language processing (NLP) - Year-over-year growth 2024-2029 (%); Exhibits98: Chart on Computer vision - Market size and forecast 2024-2029 ($ million); Exhibits99: Data Table on Computer vision - Market size and forecast 2024-2029 ($ million); Exhibits100: Chart on Computer vision - Year-over-year growth 2024-2029 (%); Exhibits101: Data Table on Computer vision - Year-over-year growth 2024-2029 (%); Exhibits102: Chart on Others - Market size and forecast 2024-2029 ($ million); Exhibits103: Data Table on Others - Market size and forecast 2024-2029 ($ million); Exhibits104: Chart on Others - Year-over-year growth 2024-2029 (%); Exhibits105: Data Table on Others - Year-over-year growth 2024-2029 (%); Exhibits106: Market opportunity by Application ($ million); Exhibits107: Data Table on Market opportunity by Application ($ million); Exhibits108: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria; Exhibits109: Chart on Market share By Geographical Landscape 2024-2029 (%); Exhibits110: Data Table on Market share By Geographical Landscape 2024-2029 (%); Exhibits111: Chart on Geographic comparison; Exhibits112: Data Table on Geographic comparison; Exhibits113: Chart on APAC - Market size and forecast 2024-2029 ($ million); Exhibits114: Data Table on APAC - Market size and forecast 2024-2029 ($ million); Exhibits115: Chart on APAC - Year-over-year growth 2024-2029 (%); Exhibits116: Data Table on APAC - Year-over-year growth 2024-2029 (%); Exhibits117: Chart on North America - Market size and forecast 2024-2029 ($ million); Exhibits118: Data Table on North America - Market size and forecast 2024-2029 ($ million); Exhibits119: Chart on North America - Year-over-year growth 2024-2029 (%); Exhibits120: Data Table on North America - Year-over-year growth 2024-2029 (%); Exhibits121: Chart on Europe - Market size and forecast 2024-2029 ($ million); Exhibits122: Data Table on Europe - Market size and forecast 2024-2029 ($ million); Exhibits123: Chart on Europe - Year-over-year growth 2024-2029 (%); Exhibits124: Data Table on Europe - Year-over-year growth 2024-2029 (%); Exhibits125: Chart on South America - Market size and forecast 2024-2029 ($ million); Exhibits126: Data Table on South America - Market size and forecast 2024-2029 ($ million); Exhibits127: Chart on South America - Year-over-year growth 2024-2029 (%); Exhibits128: Data Table on South America - Year-over-year growth 2024-2029 (%); Exhibits129: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million); Exhibits130: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million); Exhibits131: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%); Exhibits132: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%); Exhibits133: Chart on US - Market size and forecast 2024-2029 ($ million); Exhibits134: Data Table on US - Market size and forecast 2024-2029 ($ million); Exhibits135: Chart on US - Year-over-year growth 2024-2029 (%); Exhibits136: Data Table on US - Year-over-year growth 2024-2029 (%); Exhibits137: Chart on China - Market size and forecast 2024-2029 ($ million); Exhibits138: Data Table on China - Market size and forecast 2024-2029 ($ million); Exhibits139: Chart on China - Year-over-year growth 2024-2029 (%); Exhibits140: Data Table on China - Year-over-year growth 2024-2029 (%); Exhibits141: Chart on Japan - Market size and forecast 2024-2029 ($ million); Exhibits142: Data Table on Japan - Market size and forecast 2024-2029 ($ million); Exhibits143: Chart on Japan - Year-over-year growth 2024-2029 (%); Exhibits144: Data Table on Japan - Year-over-year growth 2024-2029 (%); Exhibits145: Chart on India - Market size and forecast 2024-2029 ($ million); Exhibits146: Data Table on India - Market size and forecast 2024-2029 ($ million); Exhibits147: Chart on India - Year-over-year growth 2024-2029 (%); Exhibits148: Data Table on India - Year-over-year growth 2024-2029 (%)