サンプル依頼リスト カート
  • English
市場調査レポート
商品コード
1774412

AIランタイム最適化の世界市場 2025-2029

Global AI Runtime Optimization Market 2025-2029

出版日
発行
TechNavio
ページ情報
英文 239 Pages
納期
即納可能 即納可能とは
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=148.42円
AIランタイム最適化の世界市場 2025-2029
出版日: 2025年07月11日
発行: TechNavio
ページ情報: 英文 239 Pages
納期: 即納可能 即納可能とは
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

AIランタイム最適化市場は2024-2029年に60億1,840万米ドル、予測期間中のCAGRは28%で成長すると予測されます。

当レポートでは、AIランタイム最適化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。市場を牽引しているのは、大規模言語モデルの爆発的な成長と、かつてない効率性を要求するジェネレーティブAI、エッジアプリケーションやオンデバイスアプリケーションへのAIの急速な拡大、AIの運用コストを管理・削減する経済的要請です。

市場範囲
基準年 2025
終了年 2029
予測期間 2025-2029
成長モメンタム 加速
前年比 22.9%
CAGR 28%
増分額 60億1,840万米ドル

本調査は、業界の主要参加者からのインプットを含め、一次情報と二次情報を客観的に組み合わせて実施しました。レポートには、主要企業の分析に加え、包括的な市場規模データ、地域別分析によるセグメント、ベンダー情勢が含まれています。レポートには過去データと予測データがあります。

本調査では、今後数年間のAIランタイム最適化市場の成長を促進する主な理由の1つとして、ハードウェアを考慮した最適化と共同設計の普及を挙げています。また、AIモデルトレーニングと推論最適化の収束、マネージドサービスと先進的なオープンソースツールによる最適化の民主化は、市場の大きな需要につながります。

目次

第1章 エグゼクティブサマリー

  • 市場概要

第2章 Technavio分析

  • 価格・ライフサイクル・顧客購入バスケット・採用率・購入基準の分析
  • インプットの重要性と差別化の要因
  • 混乱の要因
  • 促進要因と課題の影響

第3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4章 市場規模

  • 市場の定義
  • 市場セグメント分析
  • 市場規模 2024
  • 市場の見通し 2024-2029

第5章 市場規模実績

  • AIランタイム最適化の世界市場 2019-2023
  • 技術別セグメント分析 2019-2023
  • コンポーネント別セグメント分析 2019-2023
  • 展開別セグメント分析 2019-2023
  • 地域別セグメント分析 2019-2023
  • 国別セグメント分析 2019-2023

第6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7章 市場セグメンテーション：技術別

  • 市場セグメント
  • 比較：技術別
  • 機械学習：市場規模と予測 2024-2029
  • ディープラーニング：市場規模と予測 2024-2029
  • 自然言語処理（NLP）：市場規模と予測 2024-2029
  • コンピュータービジョン：市場規模と予測 2024-2029
  • 市場機会：技術別

第8章 市場セグメンテーション：コンポーネント別

  • 市場セグメント
  • 比較：コンポーネント別
  • ソフトウェア：市場規模と予測 2024-2029
  • ハードウェア：市場規模と予測 2024-2029
  • サービス：市場規模と予測 2024-2029
  • 市場機会：コンポーネント別

第9章 市場セグメンテーション：展開別

  • 市場セグメント
  • 比較：展開別
  • オンプレミス：市場規模と予測 2024-2029
  • クラウドベース：市場規模と予測 2024-2029
  • 市場機会：展開別

第10章 顧客情勢

  • 顧客情勢の概要

第11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 2024-2029
  • アジア太平洋：市場規模と予測 2024-2029
  • 欧州：市場規模と予測 2024-2029
  • 南米：市場規模と予測 2024-2029
  • 中東・アフリカ：市場規模と予測 2024-2029
  • 米国：市場規模と予測 2024-2029
  • 中国：市場規模と予測 2024-2029
  • ドイツ：市場規模と予測 2024-2029
  • 日本：市場規模と予測 2024-2029
  • フランス：市場規模と予測 2024-2029
  • インド：市場規模と予測 2024-2029
  • 英国：市場規模と予測 2024-2029
  • ブラジル：市場規模と予測 2024-2029
  • 韓国：市場規模と予測 2024-2029
  • カナダ：市場規模と予測 2024-2029
  • 市場機会：地域情勢別

第12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13章 競合情勢

  • 概要
  • 競合情勢
  • 混乱の状況
  • 業界のリスク

第14章 競合分析

  • 企業プロファイル
  • 企業ランキング指数
  • 企業の市場ポジショニング
  • Amazon Web Services Inc.
  • Apple Inc.
  • Arm Ltd.
  • Edgeimpulse, Inc.
  • Google Cloud
  • Graphcore Ltd.
  • Groq Inc.
  • HAIlo Technologies Ltd
  • Intel Corp.
  • Meta Platforms Inc.
  • Microsoft Corp.
  • NVIDIA Corp.
  • Qualcomm Inc.
  • Red Hat Inc.
  • SambaNova Systems Inc.

第15章 付録

図表

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 Technology
  • Exhibits6: Executive Summary - Chart on Market Segmentation by Component
  • Exhibits7: Executive Summary - Chart on Market Segmentation by Deployment
  • 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 AI Runtime Optimization Market 2019 - 2023 ($ million)
  • Exhibits26: Historic Market Size - Technology Segment 2019 - 2023 ($ million)
  • Exhibits27: Historic Market Size - Component Segment 2019 - 2023 ($ million)
  • Exhibits28: Historic Market Size - Deployment 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 Technology - Market share 2024-2029 (%)
  • Exhibits39: Data Table on Technology - Market share 2024-2029 (%)
  • Exhibits40: Chart on Comparison by Technology
  • Exhibits41: Data Table on Comparison by Technology
  • Exhibits42: Chart on Machine learning - Market size and forecast 2024-2029 ($ million)
  • Exhibits43: Data Table on Machine learning - Market size and forecast 2024-2029 ($ million)
  • Exhibits44: Chart on Machine learning - Year-over-year growth 2024-2029 (%)
  • Exhibits45: Data Table on Machine learning - Year-over-year growth 2024-2029 (%)
  • Exhibits46: Chart on Deep learning - Market size and forecast 2024-2029 ($ million)
  • Exhibits47: Data Table on Deep learning - Market size and forecast 2024-2029 ($ million)
  • Exhibits48: Chart on Deep learning - Year-over-year growth 2024-2029 (%)
  • Exhibits49: Data Table on Deep learning - Year-over-year growth 2024-2029 (%)
  • Exhibits50: Chart on Natural language processing (NLP) - Market size and forecast 2024-2029 ($ million)
  • Exhibits51: Data Table on Natural language processing (NLP) - Market size and forecast 2024-2029 ($ million)
  • Exhibits52: Chart on Natural language processing (NLP) - Year-over-year growth 2024-2029 (%)
  • Exhibits53: Data Table on Natural language processing (NLP) - Year-over-year growth 2024-2029 (%)
  • Exhibits54: Chart on Computer vision - Market size and forecast 2024-2029 ($ million)
  • Exhibits55: Data Table on Computer vision - Market size and forecast 2024-2029 ($ million)
  • Exhibits56: Chart on Computer vision - Year-over-year growth 2024-2029 (%)
  • Exhibits57: Data Table on Computer vision - Year-over-year growth 2024-2029 (%)
  • Exhibits58: Market opportunity by Technology ($ million)
  • Exhibits59: Data Table on Market opportunity by Technology ($ million)
  • Exhibits60: Chart on Component - Market share 2024-2029 (%)
  • Exhibits61: Data Table on Component - Market share 2024-2029 (%)
  • Exhibits62: Chart on Comparison by Component
  • Exhibits63: Data Table on Comparison by Component
  • Exhibits64: Chart on Software - Market size and forecast 2024-2029 ($ million)
  • Exhibits65: Data Table on Software - Market size and forecast 2024-2029 ($ million)
  • Exhibits66: Chart on Software - Year-over-year growth 2024-2029 (%)
  • Exhibits67: Data Table on Software - Year-over-year growth 2024-2029 (%)
  • Exhibits68: Chart on Hardware - Market size and forecast 2024-2029 ($ million)
  • Exhibits69: Data Table on Hardware - Market size and forecast 2024-2029 ($ million)
  • Exhibits70: Chart on Hardware - Year-over-year growth 2024-2029 (%)
  • Exhibits71: Data Table on Hardware - Year-over-year growth 2024-2029 (%)
  • Exhibits72: Chart on Services - Market size and forecast 2024-2029 ($ million)
  • Exhibits73: Data Table on Services - Market size and forecast 2024-2029 ($ million)
  • Exhibits74: Chart on Services - Year-over-year growth 2024-2029 (%)
  • Exhibits75: Data Table on Services - Year-over-year growth 2024-2029 (%)
  • Exhibits76: Market opportunity by Component ($ million)
  • Exhibits77: Data Table on Market opportunity by Component ($ million)
  • Exhibits78: Chart on Deployment - Market share 2024-2029 (%)
  • Exhibits79: Data Table on Deployment - Market share 2024-2029 (%)
  • Exhibits80: Chart on Comparison by Deployment
  • Exhibits81: Data Table on Comparison by Deployment
  • Exhibits82: Chart on On-premises - Market size and forecast 2024-2029 ($ million)
  • Exhibits83: Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
  • Exhibits84: Chart on On-premises - Year-over-year growth 2024-2029 (%)
  • Exhibits85: Data Table on On-premises - Year-over-year growth 2024-2029 (%)
  • Exhibits86: Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
  • Exhibits87: Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
  • Exhibits88: Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
  • Exhibits89: Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
  • Exhibits90: Market opportunity by Deployment ($ million)
  • Exhibits91: Data Table on Market opportunity by Deployment ($ million)
  • Exhibits92: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Exhibits93: Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Exhibits94: Data Table on Market share By Geographical Landscape 2024-2029 (%)
  • Exhibits95: Chart on Geographic comparison
  • Exhibits96: Data Table on Geographic comparison
  • Exhibits97: Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Exhibits98: Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Exhibits99: Chart on North America - Year-over-year growth 2024-2029 (%)
  • Exhibits100: Data Table on North America - Year-over-year growth 2024-2029 (%)
  • Exhibits101: Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Exhibits102: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Exhibits103: Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Exhibits104: Data Table on APAC - Year-over-year growth 2024-2029 (%)
  • Exhibits105: Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Exhibits106: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Exhibits107: Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Exhibits108: Data Table on Europe - Year-over-year growth 2024-2029 (%)
  • Exhibits109: Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Exhibits110: Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Exhibits111: Chart on South America - Year-over-year growth 2024-2029 (%)
  • Exhibits112: Data Table on South America - Year-over-year growth 2024-2029 (%)
  • Exhibits113: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Exhibits114: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Exhibits115: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Exhibits116: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Exhibits117: Chart on US - Market size and forecast 2024-2029 ($ million)
  • Exhibits118: Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Exhibits119: Chart on US - Year-over-year growth 2024-2029 (%)
  • Exhibits120: Data Table on US - Year-over-year growth 2024-2029 (%)
  • Exhibits121: Chart on China - Market size and forecast 2024-2029 ($ million)
  • Exhibits122: Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Exhibits123: Chart on China - Year-over-year growth 2024-2029 (%)
  • Exhibits124: Data Table on China - Year-over-year growth 2024-2029 (%)
  • Exhibits125: Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Exhibits126: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Exhibits127: Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Exhibits128: Data Table on Germany - Year-over-year growth 2024-2029 (%)
  • Exhibits129: Chart on Japan - Market size and forecast 2024-2029 ($ million)
  • Exhibits130: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
  • Exhibits131: Chart on Japan - Year-over-year growth 2024-2029 (%)
  • Exhibits132: Data Table on Japan - Year-over-year growth 2024-2029 (%)
  • Exhibits133: Chart on France - Market size and forecast 2024-2029 ($ million)
  • Exhibits134: Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Exhibits135: Chart on France - Year-over-year growth 2024-2029 (%)
  • Exhibits136: Data Table on France - Year-over-year growth 2024-2029 (%)
  • Exhibits137: Chart on India - Market size and forecast 2024-2029 ($ million)
  • Exhibits138: Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Exhibits139: Chart on India - Year-over-year growth 2024-2029 (%)
  • Exhibits140: Data Table on India - Year-over-year growth 2024-2029 (%)
  • Exhibits141: Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Exhibits142: Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Exhibits143: Chart on UK - Year-over-year growth 2024-2029 (%)
  • Exhibits144: Data Table on UK - Year-over-year growth 2024-2029 (%)
  • Exhibits145: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
  • Exhibits146: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
  • Exhibits147: Chart on Brazil - Year-over-year growth 2024-2029 (%)
  • Exhibits148: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
  • Exhibits149: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
  • Exhibits150: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
  • Exhibits151: Chart on South Korea - Year-over-year growth 2024-2029 (%)
  • Exhibits152: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
  • Exhibits153: Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Exhibits154: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Exhibits155: Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Exhibits156: Data Table on Canada - Year-over-year growth 2024-2029 (%)
  • Exhibits157: Market opportunity By Geographical Landscape ($ million)
  • Exhibits158: Data Tables on Market opportunity By Geographical Landscape ($ million)
  • Exhibits159: Impact of drivers and challenges in 2024 and 2029
  • Exhibits160: Overview on criticality of inputs and factors of differentiation
  • Exhibits161: Overview on factors of disruption
  • Exhibits162: Impact of key risks on business
  • Exhibits163: Companies covered
  • Exhibits164: Company ranking index
  • Exhibits165: Matrix on companies position and classification
  • Exhibits166: Amazon Web Services Inc. - Overview
  • Exhibits167: Amazon Web Services Inc. - Product / Service
  • Exhibits168: Amazon Web Services Inc. - Key news
  • Exhibits169: Amazon Web Services Inc. - Key offerings
  • Exhibits170: SWOT
  • Exhibits171: Apple Inc. - Overview
  • Exhibits172: Apple Inc. - Business segments
  • Exhibits173: Apple Inc. - Key news
  • Exhibits174: Apple Inc. - Key offerings
  • Exhibits175: Apple Inc. - Segment focus
  • Exhibits176: SWOT
  • Exhibits177: Arm Ltd. - Overview
  • Exhibits178: Arm Ltd. - Product / Service
  • Exhibits179: Arm Ltd. - Key offerings
  • Exhibits180: SWOT
  • Exhibits181: Edgeimpulse, Inc. - Overview
  • Exhibits182: Edgeimpulse, Inc. - Product / Service
  • Exhibits183: Edgeimpulse, Inc. - Key offerings
  • Exhibits184: SWOT
  • Exhibits185: Google Cloud - Overview
  • Exhibits186: Google Cloud - Product / Service
  • Exhibits187: Google Cloud - Key offerings
  • Exhibits188: SWOT
  • Exhibits189: Graphcore Ltd. - Overview
  • Exhibits190: Graphcore Ltd. - Product / Service
  • Exhibits191: Graphcore Ltd. - Key offerings
  • Exhibits192: SWOT
  • Exhibits193: Groq Inc. - Overview
  • Exhibits194: Groq Inc. - Product / Service
  • Exhibits195: Groq Inc. - Key offerings
  • Exhibits196: SWOT
  • Exhibits197: Hailo Technologies Ltd - Overview
  • Exhibits198: Hailo Technologies Ltd - Product / Service
  • Exhibits199: Hailo Technologies Ltd - Key offerings
  • Exhibits200: SWOT
  • Exhibits201: Intel Corp. - Overview
  • Exhibits202: Intel Corp. - Business segments
  • Exhibits203: Intel Corp. - Key news
  • Exhibits204: Intel Corp. - Key offerings
  • Exhibits205: Intel Corp. - Segment focus
  • Exhibits206: SWOT
  • Exhibits207: Meta Platforms Inc. - Overview
  • Exhibits208: Meta Platforms Inc. - Business segments
  • Exhibits209: Meta Platforms Inc. - Key offerings
  • Exhibits210: Meta Platforms Inc. - Segment focus
  • Exhibits211: SWOT
  • Exhibits212: Microsoft Corp. - Overview
  • Exhibits213: Microsoft Corp. - Business segments
  • Exhibits214: Microsoft Corp. - Key news
  • Exhibits215: Microsoft Corp. - Key offerings
  • Exhibits216: Microsoft Corp. - Segment focus
  • Exhibits217: SWOT
  • Exhibits218: NVIDIA Corp. - Overview
  • Exhibits219: NVIDIA Corp. - Business segments
  • Exhibits220: NVIDIA Corp. - Key news
  • Exhibits221: NVIDIA Corp. - Key offerings
  • Exhibits222: NVIDIA Corp. - Segment focus
  • Exhibits223: SWOT
  • Exhibits224: Qualcomm Inc. - Overview
  • Exhibits225: Qualcomm Inc. - Business segments
  • Exhibits226: Qualcomm Inc. - Key news
  • Exhibits227: Qualcomm Inc. - Key offerings
  • Exhibits228: Qualcomm Inc. - Segment focus
  • Exhibits229: SWOT
  • Exhibits230: Red Hat Inc. - Overview
  • Exhibits231: Red Hat Inc. - Product / Service
  • Exhibits232: Red Hat Inc. - Key offerings
  • Exhibits233: SWOT
  • Exhibits234: SambaNova Systems Inc. - Overview
  • Exhibits235: SambaNova Systems Inc. - Product / Service
  • Exhibits236: SambaNova Systems Inc. - Key offerings
  • Exhibits237: SWOT
  • Exhibits238: Inclusions checklist
  • Exhibits239: Exclusions checklist
  • Exhibits240: Currency conversion rates for US$
  • Exhibits241: Research methodology
  • Exhibits242: Information sources
  • Exhibits243: Data validation
  • Exhibits244: Validation techniques employed for market sizing
  • Exhibits245: Data synthesis
  • Exhibits246: 360 degree market analysis
  • Exhibits247: List of abbreviations
目次
Product Code: IRTNTR80696

The ai runtime optimization market is forecasted to grow by USD 6,018.4 mn during 2024-2029, accelerating at a CAGR of 28% during the forecast period. The report on the ai runtime optimization 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 explosive growth of large language models and generative ai demands unprecedented efficiency, rapid expansion of ai into edge and on-device applications, and economic imperative to manage and reduce ai operational costs.

Market Scope
Base Year2025
End Year2029
Series Year2025-2029
Growth MomentumAccelerate
YOY 202522.9%
CAGR28%
Incremental Value$6,018.4 mn

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 ai runtime optimization market is segmented as below:

By Technology

    • Machine learning
    • Deep learning
    • Natural language processing (NLP)
    • Computer vision

By Component

    • Software
    • Hardware
    • Services

By Deployment

    • On-premises
    • Cloud-based

By Geographical Landscape

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

This study identifies the pervasive adoption of hardware-aware optimization and co-design as one of the prime reasons driving the ai runtime optimization market growth during the next few years. Also, convergence of ai model training and inference optimization and democratization of optimization through managed services and advanced open source tools will lead to sizable demand in the market.

The report on the ai runtime optimization market covers the following areas:

    • AI Runtime Optimization Market sizing
    • AI Runtime Optimization Market forecast
    • AI Runtime Optimization 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 ai runtime optimization market vendors that include Advanced Micro Devices Inc., Amazon Web Services Inc., Apple Inc., Arm Ltd., Databricks Inc., Edgeimpulse, Inc., Google Cloud, Graphcore Ltd., Groq Inc., Hailo Technologies Ltd, Hugging Face, Intel Corp., Meta Platforms Inc., Microsoft Corp., NVIDIA Corp., Qualcomm Inc., Red Hat Inc., SambaNova Systems Inc., and Tenstorrent Inc.. Also, the ai runtime optimization 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.

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 Technology
    • Executive Summary - Chart on Market Segmentation by Component
    • Executive Summary - Chart on Market Segmentation by Deployment
    • 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 AI Runtime Optimization Market 2019 - 2023
    • Historic Market Size - Data Table on Global AI Runtime Optimization Market 2019 - 2023 ($ million)
  • 5.2 Technology segment analysis 2019 - 2023
    • Historic Market Size - Technology Segment 2019 - 2023 ($ million)
  • 5.3 Component segment analysis 2019 - 2023
    • Historic Market Size - Component Segment 2019 - 2023 ($ million)
  • 5.4 Deployment segment analysis 2019 - 2023
    • Historic Market Size - Deployment 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 Technology

  • 7.1 Market segments
    • Chart on Technology - Market share 2024-2029 (%)
    • Data Table on Technology - Market share 2024-2029 (%)
  • 7.2 Comparison by Technology
    • Chart on Comparison by Technology
    • Data Table on Comparison by Technology
  • 7.3 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 (%)
  • 7.4 Deep learning - Market size and forecast 2024-2029
    • Chart on Deep learning - Market size and forecast 2024-2029 ($ million)
    • Data Table on Deep learning - Market size and forecast 2024-2029 ($ million)
    • Chart on Deep learning - Year-over-year growth 2024-2029 (%)
    • Data Table on Deep learning - Year-over-year growth 2024-2029 (%)
  • 7.5 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 (%)
  • 7.6 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 (%)
  • 7.7 Market opportunity by Technology
    • Market opportunity by Technology ($ million)
    • Data Table on Market opportunity by Technology ($ million)

8 Market Segmentation by Component

  • 8.1 Market segments
    • Chart on Component - Market share 2024-2029 (%)
    • Data Table on Component - Market share 2024-2029 (%)
  • 8.2 Comparison by Component
    • Chart on Comparison by Component
    • Data Table on Comparison by Component
  • 8.3 Software - Market size and forecast 2024-2029
    • Chart on Software - Market size and forecast 2024-2029 ($ million)
    • Data Table on Software - Market size and forecast 2024-2029 ($ million)
    • Chart on Software - Year-over-year growth 2024-2029 (%)
    • Data Table on Software - Year-over-year growth 2024-2029 (%)
  • 8.4 Hardware - Market size and forecast 2024-2029
    • Chart on Hardware - Market size and forecast 2024-2029 ($ million)
    • Data Table on Hardware - Market size and forecast 2024-2029 ($ million)
    • Chart on Hardware - Year-over-year growth 2024-2029 (%)
    • Data Table on Hardware - Year-over-year growth 2024-2029 (%)
  • 8.5 Services - Market size and forecast 2024-2029
    • Chart on Services - Market size and forecast 2024-2029 ($ million)
    • Data Table on Services - Market size and forecast 2024-2029 ($ million)
    • Chart on Services - Year-over-year growth 2024-2029 (%)
    • Data Table on Services - Year-over-year growth 2024-2029 (%)
  • 8.6 Market opportunity by Component
    • Market opportunity by Component ($ million)
    • Data Table on Market opportunity by Component ($ million)

9 Market Segmentation by Deployment

  • 9.1 Market segments
    • Chart on Deployment - Market share 2024-2029 (%)
    • Data Table on Deployment - Market share 2024-2029 (%)
  • 9.2 Comparison by Deployment
    • Chart on Comparison by Deployment
    • Data Table on Comparison by Deployment
  • 9.3 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 (%)
  • 9.4 Cloud-based - Market size and forecast 2024-2029
    • Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
    • Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
    • Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
    • Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
  • 9.5 Market opportunity by Deployment
    • Market opportunity by Deployment ($ million)
    • Data Table on Market opportunity by Deployment ($ 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 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 (%)
  • 11.4 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 (%)
  • 11.5 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 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 (%)
  • 11.11 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 (%)
  • 11.12 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 (%)
  • 11.13 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 (%)
  • 11.14 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 (%)
  • 11.15 Brazil - Market size and forecast 2024-2029
    • Chart on Brazil - Market size and forecast 2024-2029 ($ million)
    • Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
    • Chart on Brazil - Year-over-year growth 2024-2029 (%)
    • Data Table on Brazil - Year-over-year growth 2024-2029 (%)
  • 11.16 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 (%)
  • 11.17 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 (%)
  • 11.18 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 Amazon Web Services Inc.
    • Amazon Web Services Inc. - Overview
    • Amazon Web Services Inc. - Product / Service
    • Amazon Web Services Inc. - Key news
    • Amazon Web Services Inc. - Key offerings
    • SWOT
  • 14.5 Apple Inc.
    • Apple Inc. - Overview
    • Apple Inc. - Business segments
    • Apple Inc. - Key news
    • Apple Inc. - Key offerings
    • Apple Inc. - Segment focus
    • SWOT
  • 14.6 Arm Ltd.
    • Arm Ltd. - Overview
    • Arm Ltd. - Product / Service
    • Arm Ltd. - Key offerings
    • SWOT
  • 14.7 Edgeimpulse, Inc.
    • Edgeimpulse, Inc. - Overview
    • Edgeimpulse, Inc. - Product / Service
    • Edgeimpulse, Inc. - Key offerings
    • SWOT
  • 14.8 Google Cloud
    • Google Cloud - Overview
    • Google Cloud - Product / Service
    • Google Cloud - Key offerings
    • SWOT
  • 14.9 Graphcore Ltd.
    • Graphcore Ltd. - Overview
    • Graphcore Ltd. - Product / Service
    • Graphcore Ltd. - Key offerings
    • SWOT
  • 14.10 Groq Inc.
    • Groq Inc. - Overview
    • Groq Inc. - Product / Service
    • Groq Inc. - Key offerings
    • SWOT
  • 14.11 Hailo Technologies Ltd
    • Hailo Technologies Ltd - Overview
    • Hailo Technologies Ltd - Product / Service
    • Hailo Technologies Ltd - 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 Meta Platforms Inc.
    • Meta Platforms Inc. - Overview
    • Meta Platforms Inc. - Business segments
    • Meta Platforms Inc. - Key offerings
    • Meta Platforms Inc. - 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 NVIDIA Corp.
    • NVIDIA Corp. - Overview
    • NVIDIA Corp. - Business segments
    • NVIDIA Corp. - Key news
    • NVIDIA Corp. - Key offerings
    • NVIDIA Corp. - Segment focus
    • SWOT
  • 14.16 Qualcomm Inc.
    • Qualcomm Inc. - Overview
    • Qualcomm Inc. - Business segments
    • Qualcomm Inc. - Key news
    • Qualcomm Inc. - Key offerings
    • Qualcomm Inc. - Segment focus
    • SWOT
  • 14.17 Red Hat Inc.
    • Red Hat Inc. - Overview
    • Red Hat Inc. - Product / Service
    • Red Hat Inc. - Key offerings
    • SWOT
  • 14.18 SambaNova Systems Inc.
    • SambaNova Systems Inc. - Overview
    • SambaNova Systems Inc. - Product / Service
    • SambaNova Systems Inc. - 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