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AI推論の市場規模、シェア、動向分析レポート：メモリ別、コンピュート別、最終用途別、地域別、セグメント予測：2025年～2030年

AI Inference Market Size, Share & Trends Analysis Report By Memory (HBM, DDR), By Compute, By Application (Generative AI, Machine Learning, Natural Language Processing (NLP), Computer Vision), By End-use, By Region, And Segment Forecasts 2025 - 2030

出版日
ページ情報
英文 200 Pages
納期
2～10営業日
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=146.35円
AI推論の市場規模、シェア、動向分析レポート：メモリ別、コンピュート別、最終用途別、地域別、セグメント予測：2025年～2030年
出版日: 2025年05月29日
発行: Grand View Research
ページ情報: 英文 200 Pages
納期: 2～10営業日
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  • 概要
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  • 目次
概要

AI推論市場のサマリー

世界のAI推論市場規模は、2024年に972億4,000万米ドルと推計され、2025年から2030年にかけて17.5%のCAGRで成長し、2030年には2,537億5,000万米ドルに達すると予測されます。企業がより迅速かつ効率的なAI推論展開に注力する中、統合AIインフラに対する需要は拡大し続けています。

企業は、AIワークフローを合理化するために、コンピューティングパワー、ストレージ、ソフトウェアを統合するプラットフォームを優先しています。この統合により、スケーラビリティと推論速度が向上すると同時に、管理が簡素化されます。リアルタイムのAIワークロードを処理するには、セットアップ時間と運用の複雑さを軽減することが重要です。プライバシーとセキュリティは、インフラの選択を促す重要な要素であり続けています。こうした動向は、包括的なAI推論ソリューションの採用を後押ししています。

さまざまなビジネス要件に対応するため、多くのAIモデルをサポートすることが重視されるようになっています。例えば、2025年3月、オラクル・コーポレーションとエヌビディア・コーポレーションは、エヌビディアのAIソフトウェアとハードウェアをオラクル・クラウド・インフラストラクチャに統合し、エージェント型AIアプリケーションの迅速な展開を可能にする協業を発表しました。この協業により、160を超えるAIツール、NIMマイクロサービス、およびスケーラブルなエンタープライズAIソリューションのためのコードなしブループリントが提供されます。

企業は、特定のタスクに適したモデルを展開する柔軟性を必要としています。幅広いAIアクセラレータをサポートすることで、多様なハードウェアでパフォーマンスを最適化できます。この多様性により、既存のインフラや将来のテクノロジーとの互換性が保証されます。これにより、企業は独自のAIワークロードに最適なツールを選択できるようになります。このアプローチは、新しいAIテクノロジーが登場した際にシームレスに統合できるようにすることで、イノベーションを促進します。例えば、米国を拠点とするソフトウェア企業のレッドハットは2024年5月、あらゆるアクセラレーターを使用してハイブリッドクラウド環境で生成AIモデルを効率的に実行するように設計されたエンタープライズソリューション、AI Inference Serverを発表しました。このプラットフォームは、幅広いハードウェアとクラウドの互換性を持ち、高性能でスケーラブル、かつコスト効率の高いAI推論を実現することを目的としています。

AI推論市場は、多くの業界におけるリアルタイムAI処理への強いニーズによって急速な成長を遂げています。企業は、データを迅速に分析し、即座に意思決定を行うことで、業務効率や顧客体験を向上させるAIへの依存度を高めています。自律走行車、ヘルスケア、小売、製造などの業界では、物体検出、診断、パーソナライズされたレコメンデーション、自動化などのアプリケーションをサポートするため、より高速で正確なAI推論が求められています。このような需要の高まりにより、企業は低遅延で高性能を実現する、より高度な推論技術の開発・採用を推進しています。さらに、コネクテッドデバイスとモノのインターネット（IoT）の拡大により、エッジでAIによる洞察を即座に得る必要性が高まっています。その結果、特殊なAIチップと最適化されたソフトウェアフレームワークへの投資が急増しています。AIによる推論が世界のデジタルトランスフォーメーション戦略において不可欠になるにつれ、同市場は力強い成長軌道を維持すると予想されます。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 AI推論市場の変数、動向、範囲

  • 世界のAI推論市場の展望
  • 業界バリューチェーン分析
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 業界の課題
  • ポーターのファイブフォース分析
    • サプライヤーの力
    • 買い手の力
    • 代替の脅威
    • 新規参入からの脅威
    • 競争企業間の敵対関係
  • PESTEL分析
    • 政治情勢
    • 経済情勢
    • 社会情勢
    • 技術的情勢
    • 環境情勢
    • 法的な情勢

第4章 AI推論市場：メモリ別　推定と予測

  • AI推論市場：メモリ別変動分析、2024年および2030年
    • HBM
    • DDR

第5章 AI推論市場：コンピューティング別　推定と予測

  • AI推論市場：コンピューティング別変動分析、2024年および2030年
    • GPU
    • CPU
    • FPGA
    • NPU
    • その他

第6章 AI推論市場：用途別　推定と予測

  • AI推論市場：用途別変動分析、2024年および2030年
    • 生成AI
    • 機械学習
    • 自然言語処理（NLP）
    • コンピュータービジョン
    • その他

第7章 AI推論市場：最終用途別　推定と予測

  • AI推論市場：最終用途別変動分析、2024年および2030年
    • BFSI
    • ヘルスケア
    • 小売業とeコマース
    • 自動車
    • ITおよび通信
    • 製造業
    • 安全
    • その他

第8章 AI推論市場：地域別　推定・動向分析

  • AI推論市場シェア：地域別、2024年および2030年
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • ブラジル
  • 中東およびアフリカ
    • サウジアラビア
    • アラブ首長国連邦
    • 南アフリカ

第9章 競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • ベンダー情勢
    • 企業分類
    • 主要販売代理店およびチャネルパートナーのリスト
    • 潜在顧客リスト/リスト
  • 競争ダイナミクス
    • 競合ベンチマーキング
    • 戦略マッピング
    • ヒートマップ分析
  • 企業プロファイル/上場企業
    • Amazon Web Services, Inc.
    • Arm Limited
    • Advanced Micro Devices, Inc.
    • Google LLC
    • Intel Corporation
    • Microsoft
    • Mythic
    • NVIDIA Corporation
    • Qualcomm Technologies, Inc.
    • SambaNova Systems, Inc.
図表

List of Tables

  • Table 1 Global AI Inference market estimates and forecasts, by region, 2018 - 2030 (USD Billion)
  • Table 2 Global AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 3 Global AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 4 Global AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 5 Global AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 6 North America AI Inference market estimates and forecasts, by country, 2018 - 2030 (USD Billion)
  • Table 7 North America AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 8 North America AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 9 North America AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 10 North America AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 11 U.S. AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 12 U.S. AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 13 U.S. AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 14 U.S. AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 15 Canada AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 16 Canada AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 17 Canada AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 18 Canada AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 19 Mexico AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 20 Mexico AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 21 Mexico AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 22 Mexico AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 23 Europe AI Inference market estimates and forecasts, by country, 2018 - 2030 (USD Billion)
  • Table 24 Europe AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 25 Europe AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 26 Europe AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 27 Europe AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 28 UK AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 29 UK AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 30 UK AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 31 UK AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 32 Germany AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 33 Germany AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 34 Germany AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 35 Germany AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 36 France AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 37 France AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 38 France AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 39 France AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 40 Asia Pacific AI Inference market estimates and forecasts, by country, 2018 - 2030 (USD Billion)
  • Table 41 Asia Pacific AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 42 Asia Pacific AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 43 Asia Pacific AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 44 Asia Pacific AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 45 China AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 46 China AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 47 China AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 48 China AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 49 Japan AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 50 Japan AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 51 Japan AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 52 Japan AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 53 India AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 54 India AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 55 India AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 56 India AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 57 Australia AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 58 Australia AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 59 Australia AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 60 Australia AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 61 South Korea AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 62 South Korea AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 63 South Korea AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 64 South Korea AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 65 Latin America AI Inference market estimates and forecasts, by country, 2018 - 2030 (USD Billion)
  • Table 66 Latin America AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 67 Latin America AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 68 Latin America AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 69 Latin America AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 70 Brazil AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 71 Brazil AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 72 Brazil AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 73 Brazil AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 74 Middle East & Africa AI Inference market estimates and forecasts, by country, 2018 - 2030 (USD Billion)
  • Table 75 Middle East & Africa AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 76 Middle East & Africa AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 77 Middle East & Africa AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 78 Middle East & Africa AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 79 Saudi Arabia AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 80 Saudi Arabia AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 81 Saudi Arabia AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 82 Saudi Arabia AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 83 UAE AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 84 UAE AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 85 UAE AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 86 UAE AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)
  • Table 87 South Africa AI Inference market estimates and forecasts, by Memory, 2018 - 2030 (USD Billion)
  • Table 88 South Africa AI Inference market estimates and forecasts, by Compute, 2018 - 2030 (USD Billion)
  • Table 89 South Africa AI Inference market estimates and forecasts, by Application, 2018 - 2030 (USD Billion)
  • Table 90 South Africa AI Inference market estimates and forecasts, by End Use, 2018 - 2030 (USD Billion)

List of Figures

  • Fig. 1 AI Inference market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Parent market analysis
  • Fig. 7 Market formulation & validation
  • Fig. 8 AI Inference market snapshot
  • Fig. 9 AI Inference market segment snapshot
  • Fig. 10 AI Inference market competitive landscape snapshot
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 Value Chain Analysis
  • Fig. 14 AI Inference market: Memory outlook key takeaways (USD Billion)
  • Fig. 15 AI Inference market: Memory movement analysis, 2024 & 2030 (USD Billion)
  • Fig. 16 HBM (High Bandwidth Memory) market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 17 DDR (Double Data Rate) market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 18 AI Inference market, Compute outlook key takeaways (USD Billion)
  • Fig. 19 AI Inference market Compute movement analysis, 2024 & 2030 (USD Billion)
  • Fig. 20 GPU market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 21 CPU market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 22 FPGA market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 23 NPU market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 24 Others market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 25 AI Inference market: Application outlook key takeaways (USD Billion)
  • Fig. 26 AI Inference market: Application movement analysis, 2024 & 2030 (USD Billion)
  • Fig. 27 Generative AI market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 28 Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 29 Natural Language Processing (NLP) market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 30 Computer Vision market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 31 Others market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 32 AI Inference market: End Use outlook key takeaways (USD Billion)
  • Fig. 33 AI Inference market: End Use movement analysis, 2024 & 2030 (USD Billion)
  • Fig. 34 BFSI market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 35 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 36 Retail and E-commerce AI Inference market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 37 Automotive market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 38 IT and Telecommunications market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 39 Manufacturing market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 40 Security market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 41 Others market revenue estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 42 Regional marketplace: Key takeaways
  • Fig. 43 AI Inference market: Regional outlook, 2024 & 2030, USD Billion
  • Fig. 44 North America AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 45 U.S. AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 46 Canada AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 47 Mexico AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 48 Europe AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 49 UK AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 50 Germany AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 51 France AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 52 Asia Pacific AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 53 China AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 54 Japan AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 55 India AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 56 Australia AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 57 South Korea AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 58 Latin America AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 59 Brazil AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 60 MEA AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 61 KSA AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 62 UAE AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 63 South Africa AI Inference market estimates and forecasts, 2018 - 2030 (USD Billion)
  • Fig. 64 Strategy framework
  • Fig. 65 Company Categorization
目次
Product Code: GVR-4-68040-596-6

AI Inference Market Summary

The global AI inference market size was estimated at USD 97.24 billion in 2024 and is projected to reach USD 253.75 billion by 2030, growing at a CAGR of 17.5% from 2025 to 2030. The demand for integrated AI infrastructure continues to grow as organizations focus on faster and more efficient AI inference deployment.

Enterprises prioritize platforms that unify computing power, storage, and software to streamline AI workflows. This integration simplifies management while boosting scalability and inference speed. Reducing setup time and operational complexity is key for handling real-time AI workloads. Privacy and security remain critical factors driving infrastructure choices. These trends are pushing broader adoption of comprehensive AI inference solutions.

There is a growing emphasis on supporting many AI models to address various business requirements. For instance, in March 2025, Oracle Corporation and NVIDIA Corporation announced a collaboration to integrate NVIDIA's AI software and hardware with Oracle Cloud Infrastructure, enabling faster deployment of agentic AI applications. The collaboration offers over 160 AI tools, NIM microservices, and no-code blueprints for scalable enterprise AI solutions.

Enterprises require flexibility to deploy models suited to their specific tasks. Supporting a broad range of AI accelerators helps optimize performance across diverse hardware. This variety ensures compatibility with existing infrastructure and future technology. It enables organizations to choose the best tools for their unique AI workloads. This approach drives innovation by allowing seamless integration of new AI technologies as they emerge. For instance, in May 2024, Red Hat, a U.S.-based software company, launched the AI Inference Server, an enterprise solution designed to run generative AI models efficiently across hybrid cloud environments using any accelerator. This platform aims to deliver high-performance, scalable, and cost-effective AI inference with broad hardware and cloud compatibility.

The AI inference market is experiencing rapid growth driven by a strong need for real-time AI processing across many industries. Businesses are increasingly relying on AI to analyze data quickly and make instant decisions, which improves operational efficiency and customer experiences. Industries such as autonomous vehicles, healthcare, retail, and manufacturing are demanding faster, more accurate AI inference to support applications such as object detection, diagnostics, personalized recommendations, and automation. This rising demand pushes companies to develop and adopt more advanced inference technologies that deliver high performance with low latency. Moreover, the expansion of connected devices and the Internet of Things (IoT) fuels the requirement for immediate AI insights at the edge. As a result, investments in specialized AI chips and optimized software frameworks have surged. The market is expected to maintain its strong growth trajectory as AI inference becomes critical in digital transformation strategies worldwide.

Global AI Inference Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends and opportunities in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global AI Inference market report in terms of memory, compute, application, end-use, and region.

  • Memory Outlook (Revenue, USD Billion, 2018 - 2030)
  • HBM (High Bandwidth Memory)
  • DDR (Double Data Rate)
  • Compute Outlook (Revenue, USD Billion, 2018 - 2030)
  • GPU
  • CPU
  • FPGA
  • NPU
  • Others
  • Application Outlook (Revenue, USD Billion, 2018 - 2030)
  • Generative AI
  • Machine Learning
  • Natural Language Processing (NLP)
  • Computer Vision
  • Others
  • End Use Outlook (Revenue, USD Billion, 2018 - 2030)
  • BFSI
  • Healthcare
  • Retail and E-commerce
  • Automotive
  • IT and Telecommunications
  • Manufacturing
  • Security
  • Others
  • Regional Outlook (Revenue, USD Billion, 2018 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • Middle East & Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Models
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Insights
  • 2.2. Segmental Outlook
  • 2.3. Competitive Outlook

Chapter 3. AI Inference Market Variables, Trends & Scope

  • 3.1. Global AI Inference Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrant
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. AI Inference Market: Memory Estimates & Forecasts

  • 4.1. AI Inference Market: Memory Movement Analysis, 2024 & 2030
    • 4.1.1. HBM (High Bandwidth Memory)
      • 4.1.1.1. HBM (High Bandwidth Memory) AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 4.1.2. DDR (Double Data Rate)
      • 4.1.2.1. DDR (Double Data Rate) AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 5. AI Inference AI Inference Market: Compute Estimates & Forecasts

  • 5.1. AI Inference Market: Compute Movement Analysis, 2024 & 2030
    • 5.1.1. GPU
      • 5.1.1.1. GPU AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 5.1.2. CPU
      • 5.1.2.1. CPU AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 5.1.3. FPGA
      • 5.1.3.1. FPGA AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 5.1.4. NPU
      • 5.1.4.1. NPU AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 5.1.5. Others
      • 5.1.5.1. Others AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)

Chapter 6. AI Inference Market: Application Outlook Estimates & Forecasts

  • 6.1. AI Inference Market: Application Movement Analysis, 2024 & 2030
    • 6.1.1. Generative AI
      • 6.1.1.1. Generative AI AI Inference Market estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 6.1.2. Machine Learning
      • 6.1.2.1. Machine Learning AI Inference Market estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 6.1.3. Natural Language Processing (NLP)
      • 6.1.3.1. Natural Language Processing (NLP) AI Inference Market estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 6.1.4. Computer Vision
      • 6.1.4.1. Computer Vision AI Inference Market estimates and Forecasts, 2018 - 2030 (USD Billion)
    • 6.1.5. Others
      • 6.1.5.1. Others AI Inference Market estimates and Forecasts, 2018 - 2030 (USD Billion)

Chapter 7. AI Inference Market: End Use Outlook Estimates & Forecasts

  • 7.1. AI Inference Market: End Use Movement Analysis, 2024 & 2030
    • 7.1.1. BFSI
      • 7.1.1.1. BFSI AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.2. Healthcare
      • 7.1.2.1. Healthcare AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.3. Retail and E-commerce
      • 7.1.3.1. Retail and E-commerce AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.4. Automotive
      • 7.1.4.1. Automotive AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.5. IT and Telecommunications
      • 7.1.5.1. IT and Telecommunications AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.6. Manufacturing
      • 7.1.6.1. Manufacturing AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.7. Security
      • 7.1.7.1. Security AI Inference Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 7.1.8. Others
      • 7.1.8.1. Others AI Inference Market estimates and Forecasts, 2018 - 2030 (USD Billion)

Chapter 8. AI Inference Market: Regional Estimates & Trend Analysis

  • 8.1. AI Inference Market Share, By Region, 2024 & 2030, USD Billion
  • 8.2. North America
    • 8.2.1. North America AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.2.1.1. North America AI Inference Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 8.2.1.2. North America AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.2.1.3. North America AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.2.1.4. North America AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.2.1.5. North America AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.2.2. U.S.
      • 8.2.2.1. U.S. AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.2.2.2. U.S. AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.2.2.3. U.S. AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.2.2.4. U.S. AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.2.2.5. U.S. AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.2.3. Canada
      • 8.2.3.1. Canada AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.2.3.2. Canada AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.2.3.3. Canada AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.2.3.4. Canada AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.2.3.5. Canada AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.2.4. Mexico
      • 8.2.4.1. Mexico AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.2.4.2. Mexico AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.2.4.3. Mexico AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.2.4.4. Mexico AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.2.4.5. Mexico AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 8.3. Europe
    • 8.3.1. Europe AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.3.1.1. Europe AI Inference Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 8.3.1.2. Europe AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.3.1.3. Europe AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.3.1.4. Europe AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.3.1.5. Europe AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.3.2. UK
      • 8.3.2.1. UK AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.3.2.2. UK AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.3.2.3. UK AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.3.2.4. UK AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.3.2.5. UK AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.3.3. Germany
      • 8.3.3.1. Germany AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.3.3.2. Germany AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.3.3.3. Germany AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.3.3.4. Germany AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.3.3.5. Germany AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.3.4. France
      • 8.3.4.1. France AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.3.4.2. France AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.3.4.3. France AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.3.4.4. France AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.3.4.5. France AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 8.4. Asia Pacific
    • 8.4.1. Asia Pacific AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.4.1.1. Asia Pacific AI Inference Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 8.4.1.2. Asia Pacific AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.4.1.3. Asia Pacific AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.4.1.4. Asia Pacific AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.4.1.5. Asia Pacific AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.4.2. China
      • 8.4.2.1. China AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.4.2.2. China AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.4.2.3. China AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.4.2.4. China AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.4.2.5. China AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.4.3. Japan
      • 8.4.3.1. Japan AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.4.3.2. Japan AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.4.3.3. Japan AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.4.3.4. Japan AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.4.3.5. Japan AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.4.4. India
      • 8.4.4.1. India AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.4.4.2. India AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.4.4.3. India AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.4.4.4. India AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.4.4.5. India AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.4.5. Australia
      • 8.4.5.1. Australia AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.4.5.2. Australia AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.4.5.3. Australia AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.4.5.4. Australia AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.4.5.5. Australia AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.4.6. South Korea
      • 8.4.6.1. South Korea AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.4.6.2. South Korea AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.4.6.3. South Korea AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.4.6.4. South Korea AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.4.6.5. South Korea AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 8.5. Latin America
    • 8.5.1. Latin America AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.5.1.1. Latin America AI Inference Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 8.5.1.2. Latin America AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.5.1.3. Latin America AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.5.1.4. Latin America AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.5.1.5. Latin America AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.5.2. Brazil
      • 8.5.2.1. Brazil AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.5.2.2. Brazil AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.5.2.3. Brazil AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.5.2.4. Brazil AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.5.2.5. Brazil AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
  • 8.6. Middle East and Africa
    • 8.6.1. Middle East and Africa AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.6.1.1. Middle East and Africa AI Inference Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Billion)
      • 8.6.1.2. Middle East and Africa AI Inference Market Estimates and Forecasts, by Memory , 2018 - 2030 (USD Billion)
      • 8.6.1.3. Middle East and Africa AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.6.1.4. Middle East and Africa AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.6.1.5. Middle East and Africa AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.6.2. KSA
      • 8.6.2.1. KSA AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.6.2.2. KSA AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.6.2.3. KSA AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.6.2.4. KSA AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.6.2.5. KSA AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.6.3. UAE
      • 8.6.3.1. UAE AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.6.3.2. UAE AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.6.3.3. UAE AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.6.3.4. UAE AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.6.3.5. UAE AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)
    • 8.6.4. South Africa
      • 8.6.4.1. South Africa AI Inference Market Estimates and Forecasts, 2018 - 2030 (USD Billion)
      • 8.6.4.2. South Africa AI Inference Market Estimates and Forecasts, by Memory, 2018 - 2030 (USD Billion)
      • 8.6.4.3. South Africa AI Inference Market Estimates and Forecasts, by Compute, 2018 - 2030 (USD Billion)
      • 8.6.4.4. South Africa AI Inference Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Billion)
      • 8.6.4.5. South Africa AI Inference Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Billion)

Chapter 9. Competitive Landscape

  • 9.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 9.2. Vendor Landscape
    • 9.2.1. Company categorization
    • 9.2.2. List of Key Distributors and channel Partners
    • 9.2.3. List of Potential Customers/Listing
  • 9.3. Competitive Dynamics
    • 9.3.1. Competitive Benchmarking
    • 9.3.2. Strategy Mapping
    • 9.3.3. Heat Map Analysis
  • 9.4. Company Profiles/Listing
    • 9.4.1. Amazon Web Services, Inc.
      • 9.4.1.1. Participant's overview
      • 9.4.1.2. Financial performance
      • 9.4.1.3. Compute benchmarking
      • 9.4.1.4. Strategic initiatives
    • 9.4.2. Arm Limited
      • 9.4.2.1. Participant's overview
      • 9.4.2.2. Financial performance
      • 9.4.2.3. Compute benchmarking
      • 9.4.2.4. Strategic initiatives
    • 9.4.3. Advanced Micro Devices, Inc.
      • 9.4.3.1. Participant's overview
      • 9.4.3.2. Financial performance
      • 9.4.3.3. Compute benchmarking
      • 9.4.3.4. Strategic initiatives
    • 9.4.4. Google LLC
      • 9.4.4.1. Participant's overview
      • 9.4.4.2. Financial performance
      • 9.4.4.3. Compute benchmarking
      • 9.4.4.4. Strategic initiatives
    • 9.4.5. Intel Corporation
      • 9.4.5.1. Participant's overview
      • 9.4.5.2. Financial performance
      • 9.4.5.3. Compute benchmarking
      • 9.4.5.4. Strategic initiatives
    • 9.4.6. Microsoft
      • 9.4.6.1. Participant's overview
      • 9.4.6.2. Financial performance
      • 9.4.6.3. Compute benchmarking
      • 9.4.6.4. Strategic initiatives
    • 9.4.7. Mythic
      • 9.4.7.1. Participant's overview
      • 9.4.7.2. Financial performance
      • 9.4.7.3. Compute benchmarking
      • 9.4.7.4. Strategic initiatives
    • 9.4.8. NVIDIA Corporation
      • 9.4.8.1. Participant's overview
      • 9.4.8.2. Financial performance
      • 9.4.8.3. Compute benchmarking
      • 9.4.8.4. Strategic initiatives
    • 9.4.9. Qualcomm Technologies, Inc.
      • 9.4.9.1. Participant's overview
      • 9.4.9.2. Financial performance
      • 9.4.9.3. Compute benchmarking
      • 9.4.9.4. Strategic initiatives
    • 9.4.10. SambaNova Systems, Inc.
      • 9.4.10.1. Participant's overview
      • 9.4.10.2. Financial performance
      • 9.4.10.3. Compute benchmarking
      • 9.4.10.4. Strategic initiatives