ディープラーニングの世界市場 2024年～2028年

ディープラーニング市場は2023年～2028年年に9億5,290万米ドル、予測期間中のCAGRは26.06％で成長すると予測されています。

当レポートでは、ディープラーニング市場の全体的な分析、市場規模・予測、動向、成長促進要因、課題、約25のベンダーを網羅したベンダー分析などを掲載しています。

現在の市場シナリオ、最新動向と促進要因、市場環境全体に関する最新分析を提供しています。新興企業の参入増加、ディープラーニングの応用拡大、新製品の発売などが市場を牽引しています。

本調査では、今後数年間のディープラーニング市場成長を促進する主な要因の1つとして、ベンダー間のコラボレーションが増加していることを挙げています。また、ディープラーニングへの投資が増加し、クラウドベースのディープラーニングが重視されるようになっていることも、同市場の大きな需要につながると思われます。

目次

第1章 エグゼクティブサマリー

• 市場概要

第2章 市場情勢

• 市場エコシステム
• 市場の特徴
• バリューチェーン分析

第3章 市場規模の評価

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

第4章 市場規模実績

• 世界のディープラーニング市場 2018年～2022年
• 用途別セグメント分析 2018年～2022年
• タイプセグメント分析 2018年～2022年
• 地域別セグメント分析 2018年～2022年
• 国別セグメント分析 2018年～2022年

第5章 ファイブフォース分析

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

第6章 市場セグメンテーション：用途別

• 市場セグメンテーション
• 比較：用途別
• 画像認識：市場規模と予測 2023年～2028年
• 音声認識：市場規模と予測 2023年～2028年
• ビデオ監視と診断：市場規模と予測 2023年～2028年
• データマイニング：市場規模と予測 2023年～2028年
• 市場機会：用途別

第7章 市場セグメンテーション：タイプ別

• 市場セグメンテーション
• 比較：タイプ別
• ソフトウェア：市場規模と予測 2023年～2028年
• サービス：市場規模と予測 2023年～2028年
• ハードウェア：市場規模と予測 2023年～2028年
• 市場機会：タイプ別

第8章 顧客情勢

• 顧客情勢の概要

第9章 地域別情勢

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

第10章 促進要因・課題・機会・抑制要因

• 市場促進要因
• 市場の課題
• 促進要因と課題の影響
• 市場の機会・抑制要因

第11章 競合情勢

• 概要
• 競合情勢
• 混乱の状況
• 業界のリスク

第12章 競合分析

• 企業プロファイル
• 企業の市場ポジショニング
• Amazon.com Inc.
• Atomwise Inc.
• Comma.ai Inc.
• Deep Instinct
• DeepMind Technologies Ltd.
• Graphcore Ltd.
• H2O.ai Inc.
• Hewlett Packard Enterprise Co.
• Intel Corp.
• International Business Machines Corp.
• Micron Technology Inc.
• Microsoft Corp.
• NVIDIA Corp.
• Qualcomm Inc.
• Sensory Inc.

第13章 付録

Exhibits:

• Exhibits1: Executive Summary - Chart on Market Overview
• Exhibits2: Executive Summary - Data Table on Market Overview
• Exhibits3: Executive Summary - Chart on Global Market Characteristics
• Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
• Exhibits5: Executive Summary - Chart on Market Segmentation by Application
• Exhibits6: Executive Summary - Chart on Market Segmentation by Type
• Exhibits7: Executive Summary - Chart on Incremental Growth
• Exhibits8: Executive Summary - Data Table on Incremental Growth
• Exhibits9: Executive Summary - Chart on Company Market Positioning
• Exhibits10: Parent Market
• Exhibits11: Data Table on - Parent Market
• Exhibits12: Market characteristics analysis
• Exhibits13: Value Chain Analysis
• Exhibits14: Offerings of companies included in the market definition
• Exhibits15: Market segments
• Exhibits16: Chart on Global - Market size and forecast 2023-2028 ($ million)
• Exhibits17: Data Table on Global - Market size and forecast 2023-2028 ($ million)
• Exhibits18: Chart on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits19: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits20: Historic Market Size - Data Table on Global Deep Learning Market 2018 - 2022 ($ million)
• Exhibits21: Historic Market Size - Application Segment 2018 - 2022 ($ million)
• Exhibits22: Historic Market Size - Type Segment 2018 - 2022 ($ million)
• Exhibits23: Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• Exhibits24: Historic Market Size - Country Segment 2018 - 2022 ($ million)
• Exhibits25: Five forces analysis - Comparison between 2023 and 2028
• Exhibits26: Bargaining power of buyers - Impact of key factors 2023 and 2028
• Exhibits27: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• Exhibits28: Threat of new entrants - Impact of key factors in 2023 and 2028
• Exhibits29: Threat of substitutes - Impact of key factors in 2023 and 2028
• Exhibits30: Threat of rivalry - Impact of key factors in 2023 and 2028
• Exhibits31: Chart on Market condition - Five forces 2023 and 2028
• Exhibits32: Chart on Application - Market share 2023-2028 (%)
• Exhibits33: Data Table on Application - Market share 2023-2028 (%)
• Exhibits34: Chart on Comparison by Application
• Exhibits35: Data Table on Comparison by Application
• Exhibits36: Chart on Image recognition - Market size and forecast 2023-2028 ($ million)
• Exhibits37: Data Table on Image recognition - Market size and forecast 2023-2028 ($ million)
• Exhibits38: Chart on Image recognition - Year-over-year growth 2023-2028 (%)
• Exhibits39: Data Table on Image recognition - Year-over-year growth 2023-2028 (%)
• Exhibits40: Chart on Voice recognition - Market size and forecast 2023-2028 ($ million)
• Exhibits41: Data Table on Voice recognition - Market size and forecast 2023-2028 ($ million)
• Exhibits42: Chart on Voice recognition - Year-over-year growth 2023-2028 (%)
• Exhibits43: Data Table on Voice recognition - Year-over-year growth 2023-2028 (%)
• Exhibits44: Chart on Video surveillance and diagnostics - Market size and forecast 2023-2028 ($ million)
• Exhibits45: Data Table on Video surveillance and diagnostics - Market size and forecast 2023-2028 ($ million)
• Exhibits46: Chart on Video surveillance and diagnostics - Year-over-year growth 2023-2028 (%)
• Exhibits47: Data Table on Video surveillance and diagnostics - Year-over-year growth 2023-2028 (%)
• Exhibits48: Chart on Data mining - Market size and forecast 2023-2028 ($ million)
• Exhibits49: Data Table on Data mining - Market size and forecast 2023-2028 ($ million)
• Exhibits50: Chart on Data mining - Year-over-year growth 2023-2028 (%)
• Exhibits51: Data Table on Data mining - Year-over-year growth 2023-2028 (%)
• Exhibits52: Market opportunity by Application ($ million)
• Exhibits53: Data Table on Market opportunity by Application ($ million)
• Exhibits54: Chart on Type - Market share 2023-2028 (%)
• Exhibits55: Data Table on Type - Market share 2023-2028 (%)
• Exhibits56: Chart on Comparison by Type
• Exhibits57: Data Table on Comparison by Type
• Exhibits58: Chart on Software - Market size and forecast 2023-2028 ($ million)
• Exhibits59: Data Table on Software - Market size and forecast 2023-2028 ($ million)
• Exhibits60: Chart on Software - Year-over-year growth 2023-2028 (%)
• Exhibits61: Data Table on Software - Year-over-year growth 2023-2028 (%)
• Exhibits62: Chart on Services - Market size and forecast 2023-2028 ($ million)
• Exhibits63: Data Table on Services - Market size and forecast 2023-2028 ($ million)
• Exhibits64: Chart on Services - Year-over-year growth 2023-2028 (%)
• Exhibits65: Data Table on Services - Year-over-year growth 2023-2028 (%)
• Exhibits66: Chart on Hardware - Market size and forecast 2023-2028 ($ million)
• Exhibits67: Data Table on Hardware - Market size and forecast 2023-2028 ($ million)
• Exhibits68: Chart on Hardware - Year-over-year growth 2023-2028 (%)
• Exhibits69: Data Table on Hardware - Year-over-year growth 2023-2028 (%)
• Exhibits70: Market opportunity by Type ($ million)
• Exhibits71: Data Table on Market opportunity by Type ($ million)
• Exhibits72: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits73: Chart on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits74: Data Table on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits75: Chart on Geographic comparison
• Exhibits76: Data Table on Geographic comparison
• Exhibits77: Chart on North America - Market size and forecast 2023-2028 ($ million)
• Exhibits78: Data Table on North America - Market size and forecast 2023-2028 ($ million)
• Exhibits79: Chart on North America - Year-over-year growth 2023-2028 (%)
• Exhibits80: Data Table on North America - Year-over-year growth 2023-2028 (%)
• Exhibits81: Chart on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibits82: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibits83: Chart on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits84: Data Table on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits85: Chart on APAC - Market size and forecast 2023-2028 ($ million)
• Exhibits86: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
• Exhibits87: Chart on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits88: Data Table on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits89: Chart on South America - Market size and forecast 2023-2028 ($ million)
• Exhibits90: Data Table on South America - Market size and forecast 2023-2028 ($ million)
• Exhibits91: Chart on South America - Year-over-year growth 2023-2028 (%)
• Exhibits92: Data Table on South America - Year-over-year growth 2023-2028 (%)
• Exhibits93: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
• Exhibits94: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
• Exhibits95: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits96: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits97: Chart on US - Market size and forecast 2023-2028 ($ million)
• Exhibits98: Data Table on US - Market size and forecast 2023-2028 ($ million)
• Exhibits99: Chart on US - Year-over-year growth 2023-2028 (%)
• Exhibits100: Data Table on US - Year-over-year growth 2023-2028 (%)
• Exhibits101: Chart on China - Market size and forecast 2023-2028 ($ million)
• Exhibits102: Data Table on China - Market size and forecast 2023-2028 ($ million)
• Exhibits103: Chart on China - Year-over-year growth 2023-2028 (%)
• Exhibits104: Data Table on China - Year-over-year growth 2023-2028 (%)
• Exhibits105: Chart on UK - Market size and forecast 2023-2028 ($ million)
• Exhibits106: Data Table on UK - Market size and forecast 2023-2028 ($ million)
• Exhibits107: Chart on UK - Year-over-year growth 2023-2028 (%)
• Exhibits108: Data Table on UK - Year-over-year growth 2023-2028 (%)
• Exhibits109: Chart on Canada - Market size and forecast 2023-2028 ($ million)
• Exhibits110: Data Table on Canada - Market size and forecast 2023-2028 ($ million)
• Exhibits111: Chart on Canada - Year-over-year growth 2023-2028 (%)
• Exhibits112: Data Table on Canada - Year-over-year growth 2023-2028 (%)
• Exhibits113: Chart on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibits114: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibits115: Chart on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits116: Data Table on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits117: Market opportunity By Geographical Landscape ($ million)
• Exhibits118: Data Tables on Market opportunity By Geographical Landscape ($ million)
• Exhibits119: Impact of drivers and challenges in 2023 and 2028
• Exhibits120: Overview on criticality of inputs and factors of differentiation
• Exhibits121: Overview on factors of disruption
• Exhibits122: Impact of key risks on business
• Exhibits123: Companies covered
• Exhibits124: Matrix on companies position and classification
• Exhibits125: Amazon.com Inc. - Overview
• Exhibits126: Amazon.com Inc. - Business segments
• Exhibits127: Amazon.com Inc. - Key offerings
• Exhibits128: Amazon.com Inc. - Segment focus
• Exhibits129: Atomwise Inc. - Overview
• Exhibits130: Atomwise Inc. - Product / Service
• Exhibits131: Atomwise Inc. - Key offerings
• Exhibits132: Comma.ai Inc. - Overview
• Exhibits133: Comma.ai Inc. - Product / Service
• Exhibits134: Comma.ai Inc. - Key offerings
• Exhibits135: Deep Instinct - Overview
• Exhibits136: Deep Instinct - Product / Service
• Exhibits137: Deep Instinct - Key offerings
• Exhibits138: DeepMind Technologies Ltd. - Overview
• Exhibits139: DeepMind Technologies Ltd. - Product / Service
• Exhibits140: DeepMind Technologies Ltd. - Key offerings
• Exhibits141: Graphcore Ltd. - Overview
• Exhibits142: Graphcore Ltd. - Product / Service
• Exhibits143: Graphcore Ltd. - Key offerings
• Exhibits144: H2O.ai Inc. - Overview
• Exhibits145: H2O.ai Inc. - Product / Service
• Exhibits146: H2O.ai Inc. - Key offerings
• Exhibits147: Hewlett Packard Enterprise Co. - Overview
• Exhibits148: Hewlett Packard Enterprise Co. - Business segments
• Exhibits149: Hewlett Packard Enterprise Co. - Key news
• Exhibits150: Hewlett Packard Enterprise Co. - Key offerings
• Exhibits151: Hewlett Packard Enterprise Co. - Segment focus
• Exhibits152: Intel Corp. - Overview
• Exhibits153: Intel Corp. - Business segments
• Exhibits154: Intel Corp. - Key news
• Exhibits155: Intel Corp. - Key offerings
• Exhibits156: Intel Corp. - Segment focus
• Exhibits157: International Business Machines Corp. - Overview
• Exhibits158: International Business Machines Corp. - Business segments
• Exhibits159: International Business Machines Corp. - Key news
• Exhibits160: International Business Machines Corp. - Key offerings
• Exhibits161: International Business Machines Corp. - Segment focus
• Exhibits162: Micron Technology Inc. - Overview
• Exhibits163: Micron Technology Inc. - Business segments
• Exhibits164: Micron Technology Inc. - Key offerings
• Exhibits165: Micron Technology Inc. - Segment focus
• Exhibits166: Microsoft Corp. - Overview
• Exhibits167: Microsoft Corp. - Business segments
• Exhibits168: Microsoft Corp. - Key news
• Exhibits169: Microsoft Corp. - Key offerings
• Exhibits170: Microsoft Corp. - Segment focus
• Exhibits171: NVIDIA Corp. - Overview
• Exhibits172: NVIDIA Corp. - Business segments
• Exhibits173: NVIDIA Corp. - Key offerings
• Exhibits174: NVIDIA Corp. - Segment focus
• Exhibits175: Qualcomm Inc. - Overview
• Exhibits176: Qualcomm Inc. - Business segments
• Exhibits177: Qualcomm Inc. - Key news
• Exhibits178: Qualcomm Inc. - Key offerings
• Exhibits179: Qualcomm Inc. - Segment focus
• Exhibits180: Sensory Inc. - Overview
• Exhibits181: Sensory Inc. - Product / Service
• Exhibits182: Sensory Inc. - Key offerings
• Exhibits183: Inclusions checklist
• Exhibits184: Exclusions checklist
• Exhibits185: Currency conversion rates for US$
• Exhibits186: Research methodology
• Exhibits187: Information sources
• Exhibits188: Data validation
• Exhibits189: Validation techniques employed for market sizing
• Exhibits190: Data synthesis
• Exhibits191: 360 degree market analysis
• Exhibits192: List of abbreviations

The deep learning market is forecasted to grow by USD 10852.9 million during 2023-2028, accelerating at a CAGR of 26.06% during the forecast period. The report on the deep learning 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 increasing entry of startups, growing application of deep learning, and new product launches.

Technavio's deep learning market is segmented as below:

By Application

• Image recognition
• Voice recognition
• Video surveillance and diagnostics
• Data mining

By Type

• Software
• Services
• Hardware

By Geographical Landscape

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

This study identifies the increasing collaboration among vendors as one of the prime reasons driving the deep learning market growth during the next few years. Also, increasing investments in deep learning and growing emphasis on cloud-based deep learning will lead to sizable demand in the market.

The report on the deep learning market covers the following areas:

• Deep learning market sizing
• Deep learning market forecast
• Deep learning 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 deep learning market vendors that include Advanced Micro Devices Inc., Amazon.com Inc., Atomwise Inc., Comma.ai Inc., Deep Instinct, DeepMind Technologies Ltd., Graphcore Ltd., H2O.ai Inc., Hewlett Packard Enterprise Co., Intel Corp., International Business Machines Corp., Micron Technology Inc., Microsoft Corp., Mphasis Ltd., NVIDIA Corp., Qualcomm Inc., Samsung Electronics Co. Ltd., Sensory Inc., Teledyne FLIR LLC, and Viz.ai Inc.. Also, the deep learning market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • 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 Application
  • Executive Summary - Chart on Market Segmentation by Type
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 2.2 Market characteristics
  • Market characteristics analysis
• 2.3 Value chain analysis
  • Value Chain Analysis

3 Market Sizing

• 3.1 Market definition
  • Offerings of companies included in the market definition
• 3.2 Market segment analysis
  • Market segments
• 3.3 Market size 2023
• 3.4 Market outlook: Forecast for 2023-2028
  • Chart on Global - Market size and forecast 2023-2028 ($ million)
  • Data Table on Global - Market size and forecast 2023-2028 ($ million)
  • Chart on Global Market: Year-over-year growth 2023-2028 (%)
  • Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

• 4.1 Global Deep Learning Market 2018 - 2022
  • Historic Market Size - Data Table on Global Deep Learning Market 2018 - 2022 ($ million)
• 4.2 Application segment analysis 2018 - 2022
  • Historic Market Size - Application Segment 2018 - 2022 ($ million)
• 4.3 Type segment analysis 2018 - 2022
  • Historic Market Size - Type Segment 2018 - 2022 ($ million)
• 4.4 Geography segment analysis 2018 - 2022
  • Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• 4.5 Country segment analysis 2018 - 2022
  • Historic Market Size - Country Segment 2018 - 2022 ($ million)

5 Five Forces Analysis

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

6 Market Segmentation by Application

• 6.1 Market segments
  • Chart on Application - Market share 2023-2028 (%)
  • Data Table on Application - Market share 2023-2028 (%)
• 6.2 Comparison by Application
  • Chart on Comparison by Application
  • Data Table on Comparison by Application
• 6.3 Image recognition - Market size and forecast 2023-2028
  • Chart on Image recognition - Market size and forecast 2023-2028 ($ million)
  • Data Table on Image recognition - Market size and forecast 2023-2028 ($ million)
  • Chart on Image recognition - Year-over-year growth 2023-2028 (%)
  • Data Table on Image recognition - Year-over-year growth 2023-2028 (%)
• 6.4 Voice recognition - Market size and forecast 2023-2028
  • Chart on Voice recognition - Market size and forecast 2023-2028 ($ million)
  • Data Table on Voice recognition - Market size and forecast 2023-2028 ($ million)
  • Chart on Voice recognition - Year-over-year growth 2023-2028 (%)
  • Data Table on Voice recognition - Year-over-year growth 2023-2028 (%)
• 6.5 Video surveillance and diagnostics - Market size and forecast 2023-2028
  • Chart on Video surveillance and diagnostics - Market size and forecast 2023-2028 ($ million)
  • Data Table on Video surveillance and diagnostics - Market size and forecast 2023-2028 ($ million)
  • Chart on Video surveillance and diagnostics - Year-over-year growth 2023-2028 (%)
  • Data Table on Video surveillance and diagnostics - Year-over-year growth 2023-2028 (%)
• 6.6 Data mining - Market size and forecast 2023-2028
  • Chart on Data mining - Market size and forecast 2023-2028 ($ million)
  • Data Table on Data mining - Market size and forecast 2023-2028 ($ million)
  • Chart on Data mining - Year-over-year growth 2023-2028 (%)
  • Data Table on Data mining - Year-over-year growth 2023-2028 (%)
• 6.7 Market opportunity by Application
  • Market opportunity by Application ($ million)
  • Data Table on Market opportunity by Application ($ million)

7 Market Segmentation by Type

• 7.1 Market segments
  • Chart on Type - Market share 2023-2028 (%)
  • Data Table on Type - Market share 2023-2028 (%)
• 7.2 Comparison by Type
  • Chart on Comparison by Type
  • Data Table on Comparison by Type
• 7.3 Software - Market size and forecast 2023-2028
  • Chart on Software - Market size and forecast 2023-2028 ($ million)
  • Data Table on Software - Market size and forecast 2023-2028 ($ million)
  • Chart on Software - Year-over-year growth 2023-2028 (%)
  • Data Table on Software - Year-over-year growth 2023-2028 (%)
• 7.4 Services - Market size and forecast 2023-2028
  • Chart on Services - Market size and forecast 2023-2028 ($ million)
  • Data Table on Services - Market size and forecast 2023-2028 ($ million)
  • Chart on Services - Year-over-year growth 2023-2028 (%)
  • Data Table on Services - Year-over-year growth 2023-2028 (%)
• 7.5 Hardware - Market size and forecast 2023-2028
  • Chart on Hardware - Market size and forecast 2023-2028 ($ million)
  • Data Table on Hardware - Market size and forecast 2023-2028 ($ million)
  • Chart on Hardware - Year-over-year growth 2023-2028 (%)
  • Data Table on Hardware - Year-over-year growth 2023-2028 (%)
• 7.6 Market opportunity by Type
  • Market opportunity by Type ($ million)
  • Data Table on Market opportunity by Type ($ million)

8 Customer Landscape

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

9 Geographic Landscape

• 9.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2023-2028 (%)
  • Data Table on Market share By Geographical Landscape 2023-2028 (%)
• 9.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2023-2028
  • Chart on North America - Market size and forecast 2023-2028 ($ million)
  • Data Table on North America - Market size and forecast 2023-2028 ($ million)
  • Chart on North America - Year-over-year growth 2023-2028 (%)
  • Data Table on North America - Year-over-year growth 2023-2028 (%)
• 9.4 Europe - Market size and forecast 2023-2028
  • Chart on Europe - Market size and forecast 2023-2028 ($ million)
  • Data Table on Europe - Market size and forecast 2023-2028 ($ million)
  • Chart on Europe - Year-over-year growth 2023-2028 (%)
  • Data Table on Europe - Year-over-year growth 2023-2028 (%)
• 9.5 APAC - Market size and forecast 2023-2028
  • Chart on APAC - Market size and forecast 2023-2028 ($ million)
  • Data Table on APAC - Market size and forecast 2023-2028 ($ million)
  • Chart on APAC - Year-over-year growth 2023-2028 (%)
  • Data Table on APAC - Year-over-year growth 2023-2028 (%)
• 9.6 South America - Market size and forecast 2023-2028
  • Chart on South America - Market size and forecast 2023-2028 ($ million)
  • Data Table on South America - Market size and forecast 2023-2028 ($ million)
  • Chart on South America - Year-over-year growth 2023-2028 (%)
  • Data Table on South America - Year-over-year growth 2023-2028 (%)
• 9.7 Middle East and Africa - Market size and forecast 2023-2028
  • Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• 9.8 US - Market size and forecast 2023-2028
  • Chart on US - Market size and forecast 2023-2028 ($ million)
  • Data Table on US - Market size and forecast 2023-2028 ($ million)
  • Chart on US - Year-over-year growth 2023-2028 (%)
  • Data Table on US - Year-over-year growth 2023-2028 (%)
• 9.9 China - Market size and forecast 2023-2028
  • Chart on China - Market size and forecast 2023-2028 ($ million)
  • Data Table on China - Market size and forecast 2023-2028 ($ million)
  • Chart on China - Year-over-year growth 2023-2028 (%)
  • Data Table on China - Year-over-year growth 2023-2028 (%)
• 9.10 UK - Market size and forecast 2023-2028
  • Chart on UK - Market size and forecast 2023-2028 ($ million)
  • Data Table on UK - Market size and forecast 2023-2028 ($ million)
  • Chart on UK - Year-over-year growth 2023-2028 (%)
  • Data Table on UK - Year-over-year growth 2023-2028 (%)
• 9.11 Canada - Market size and forecast 2023-2028
  • Chart on Canada - Market size and forecast 2023-2028 ($ million)
  • Data Table on Canada - Market size and forecast 2023-2028 ($ million)
  • Chart on Canada - Year-over-year growth 2023-2028 (%)
  • Data Table on Canada - Year-over-year growth 2023-2028 (%)
• 9.12 Germany - Market size and forecast 2023-2028
  • Chart on Germany - Market size and forecast 2023-2028 ($ million)
  • Data Table on Germany - Market size and forecast 2023-2028 ($ million)
  • Chart on Germany - Year-over-year growth 2023-2028 (%)
  • Data Table on Germany - Year-over-year growth 2023-2028 (%)
• 9.13 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Opportunity/Restraints

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2023 and 2028
• 10.4 Market opportunities/restraints

11 Competitive Landscape

• 11.1 Overview
• 11.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 11.3 Landscape disruption
  • Overview on factors of disruption
• 11.4 Industry risks
  • Impact of key risks on business

12 Competitive Analysis

• 12.1 Companies profiled
  • Companies covered
• 12.2 Market positioning of companies
  • Matrix on companies position and classification
• 12.3 Amazon.com Inc.
  • Amazon.com Inc. - Overview
  • Amazon.com Inc. - Business segments
  • Amazon.com Inc. - Key offerings
  • Amazon.com Inc. - Segment focus
• 12.4 Atomwise Inc.
  • Atomwise Inc. - Overview
  • Atomwise Inc. - Product / Service
  • Atomwise Inc. - Key offerings
• 12.5 Comma.ai Inc.
  • Comma.ai Inc. - Overview
  • Comma.ai Inc. - Product / Service
  • Comma.ai Inc. - Key offerings
• 12.6 Deep Instinct
  • Deep Instinct - Overview
  • Deep Instinct - Product / Service
  • Deep Instinct - Key offerings
• 12.7 DeepMind Technologies Ltd.
  • DeepMind Technologies Ltd. - Overview
  • DeepMind Technologies Ltd. - Product / Service
  • DeepMind Technologies Ltd. - Key offerings
• 12.8 Graphcore Ltd.
  • Graphcore Ltd. - Overview
  • Graphcore Ltd. - Product / Service
  • Graphcore Ltd. - Key offerings
• 12.9 H2O.ai Inc.
  • H2O.ai Inc. - Overview
  • H2O.ai Inc. - Product / Service
  • H2O.ai Inc. - Key offerings
• 12.10 Hewlett Packard Enterprise Co.
  • Hewlett Packard Enterprise Co. - Overview
  • Hewlett Packard Enterprise Co. - Business segments
  • Hewlett Packard Enterprise Co. - Key news
  • Hewlett Packard Enterprise Co. - Key offerings
  • Hewlett Packard Enterprise Co. - Segment focus
• 12.11 Intel Corp.
  • Intel Corp. - Overview
  • Intel Corp. - Business segments
  • Intel Corp. - Key news
  • Intel Corp. - Key offerings
  • Intel Corp. - Segment focus
• 12.12 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
• 12.13 Micron Technology Inc.
  • Micron Technology Inc. - Overview
  • Micron Technology Inc. - Business segments
  • Micron Technology Inc. - Key offerings
  • Micron Technology Inc. - Segment focus
• 12.14 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
• 12.15 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
• 12.16 Qualcomm Inc.
  • Qualcomm Inc. - Overview
  • Qualcomm Inc. - Business segments
  • Qualcomm Inc. - Key news
  • Qualcomm Inc. - Key offerings
  • Qualcomm Inc. - Segment focus
• 12.17 Sensory Inc.
  • Sensory Inc. - Overview
  • Sensory Inc. - Product / Service
  • Sensory Inc. - Key offerings

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 13.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 13.4 Research methodology
  • Research methodology
• 13.5 Data procurement
  • Information sources
• 13.6 Data validation
  • Data validation
• 13.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 13.8 Data synthesis
  • Data synthesis
  • 360 degree market analysis
  • 360 degree market analysis
• 13.10 List of abbreviations
  • List of abbreviations