世界各国のリアルタイムなデータ・インテリジェンスで皆様をお手伝い
 人工知能と機械学習Artificial Intelligence and Machine Learning 実用的なメリット 特定の垂直市場における人工知能（AI）ソリューションの成長機会を特定し、適切なメッセージングと戦略を策定する。 ファーエッジからクラウドまで、コンピュート連続体全体のチッ... もっと見る
サマリー
実用的なメリット
特定の垂直市場における人工知能（AI）ソリューションの成長機会を特定し、適切なメッセージングと戦略を策定する。
ファーエッジからクラウドまで、コンピュート連続体全体のチップセット出荷と収益に対するAIの影響について、社内外の利害関係者を教育する。
チップセットアーキテクチャの相対的な成長に基づいて戦略を評価する。
調査ハイライト
デバイス、ゲートウェイ、オンプレミスサーバーを地域、アーキテクチャ、業種、ワークロード、ユースケース別に詳細にカバー。
エッジAIチップセットを搭載したデバイスの出荷台数（17業種、4地域別
クラウドとエッジにおけるAIチップセットアーキテクチャの進化。
回答された重要な質問
2031年まで、AIハードウェアはエッジデバイス、ゲートウェイ、サーバーにどのように採用されるのか？
クラウドとエッジのAI市場は、世界と地域の両方で、時間とともにどのように進化するか？
エッジAIはさまざまな業種でどのように導入されるのか？
2031年までにどのチップセット・アーキテクチャがAIを支配するのか？
誰が読むべきか？
AIチップセットベンダーの製品戦略担当者
短期的・長期的なビジネスチャンスを把握したいAIソリューションプロバイダー
対象市場の成長の可能性を評価する投資家
AIの影響を受ける多様な市場の営業・マーケティングリーダー
目次
Summary
Actionable Benefits
Identify growth opportunities and formulate the right messaging and strategies for Artificial Intelligence (AI) solutions in specific verticals.
Educate internal and external stakeholders about the impact of AI on chipset shipments and revenue across the compute continuum, from far edge to cloud.
Evaluate strategy based on the relative growth of chipset architectures.
Research Highlights
Detailed coverage of devices, gateways, and on-premises servers by region, architecture, vertical, workload, and use case.
Shipments of devices with edge AI chipsets by 17 verticals and 4 regions.
Evolution of AI chipset architecture in the cloud and at the edge.
Critical Questions Answered
How will AI hardware be adopted in edge devices, gateways, and servers until 2031?
How will the cloud and edge AI market evolve over time, both globally and regionally?
How will edge AI be implemented across different verticals?
Which chipset architecture will dominate AI by 2031?
Who Should Read This?
Product strategists at AI chipset vendors.
AI solution providers looking to understand short-term and long-term vertical-specific opportunities.
Investors gauging the potential for growth in the markets covered.
Sales and marketing leaders in diverse markets affected by AI.
Table of Contents
Tables
Definitions for Major Forecasting Categories, Devices, Gateways, and Servers with AI Chipsets
Definitions and Data Sources, Devices, Gateways, and Servers with AI Chipsets
Definitions for Use Cases and Applications, Devices, Gateways, and Servers with AI Chipsets
Total Shipments and Installed Base for TinyML Devices by Vertical, World Markets: 2024 to 2031
Total Shipments and Installed Base for Edge AI Inference Chipsets in TinyML Devices by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in TinyML Devices by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in TinyML Devices by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI by Vertical, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI by AI Workload, World Markets: 2024 to 2031
Total Shipments and Installed Base for Edge AI Inference and Training Chipsets in On-Device AI by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in On-Device AI by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in On-Device AI by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in On-Device AI by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for Edge AI Gateways by Vertical, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Edge AI Gateways by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Premises and Edge Cloud AI Servers by Vertical, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in On-Premises and Edge Cloud AI Servers by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in On-Premises and Edge Cloud AI Servers by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Agriculture Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Agriculture Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Agriculture Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Agriculture Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Agriculture Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Agriculture Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Agriculture Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Agriculture Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways in Agriculture by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Agriculture by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Agriculture by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Agriculture by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Agriculture by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Agriculture by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Agriculture by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Agriculture by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Automotive with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Automotive with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Automotive with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Automotive with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Automotive with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Automotive with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Automotive with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Automotive with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Automotive with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Automotive with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Automotive with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Banking and Finance Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Banking and Finance Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Banking and Finance Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Banking and Finance Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Banking and Finance Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Banking and Finance Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Banking and Finance Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways in Banking and Finance by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Banking and Finance by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Banking and Finance by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Banking and Finance by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Banking and Finance by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Banking and Finance by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Banking and Finance by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Banking and Finance by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Cellular Network Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Cellular Network Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Cellular Network Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Cellular Network Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Cellular Network Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Cellular Network Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Cellular Network Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Cellular Network Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Cellular Network Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Cellular Network Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Cellular Network Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Cellular Networks by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Cellular Networks by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Cellular Networks by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Cellular Networks by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Healthcare Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Healthcare Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Healthcare Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Healthcare Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Healthcare Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Healthcare Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Healthcare Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Healthcare Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Healthcare Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Healthcare Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Healthcare Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways in Healthcare by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Healthcare by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Healthcare by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Healthcare by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Healthcare by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Healthcare by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Healthcare by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Healthcare by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Manufacturing Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Manufacturing Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Manufacturing Devices by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Manufacturing Devices by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Manufacturing Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Manufacturing Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Manufacturing Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Manufacturing Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Manufacturing Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Manufacturing Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Manufacturing Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways in Manufacturing by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Manufacturing by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Manufacturing by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Manufacturing by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Manufacturing by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Manufacturing by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Manufacturing by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Manufacturing by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Personal and Work Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Personal and Work Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Personal and Work Devices by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Personal and Work Devices by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Personal and Work Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Personal and Work Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Personal and Work Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Personal and Work Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Personal and Work Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Personal and Work Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Personal and Work Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Retail Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Retail Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Retail Devices by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Retail Devices by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Retail Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Retail Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Retail Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Retail Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Retail Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Retail Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Retail Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways in Retail by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Retail by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Retail by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Retail by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Retail by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Retail by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Retail by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Retail by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Robots with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Robots with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Robots by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Robots by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Robots with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Robots with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Robots with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Robots with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Robots with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Robots with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Robots with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in sUAS with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in sUAS with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in sUAS by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in sUAS by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in sUAS with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in sUAS with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in sUAS with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in sUAS with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in sUAS with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in sUAS with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in sUAS with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Smart Building Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Smart Building Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Smart Building Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Smart Building Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Smart Building Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Smart Building Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Smart Building Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Smart Building Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Smart Building Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Smart Building Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Smart Building Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways in Smart Buildings by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Smart Buildings by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Smart Buildings by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Smart Buildings by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Smart Buildings by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart Buildings by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Smart Buildings by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart Buildings by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Smart City Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Smart City Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Smart City Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Smart City Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Smart City Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Smart City Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Smart City Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Smart City Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Smart City Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Smart City Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Smart City Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways in Smart City by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Smart City by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Smart City by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Smart City by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Smart City by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart City by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Smart City by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Smart City by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Smart Home Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Smart Home Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Smart Home Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Smart Home Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Smart Home Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Smart Home Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Smart Home Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Smart Home Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Smart Home Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Smart Home Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Smart Home Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways in Smart Home by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Smart Home by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Smart Home by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Smart Home by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Transport & Logistics Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Transport & Logistics Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Transport & Logistics Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Transport & Logistics Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Transport & Logistics Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Transport & Logistics Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Transport & Logistics Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Transport & Logistics Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Transport & Logistics Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Transport & Logistics Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Transport & Logistics Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways in Transport & Logistics by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Transport & Logistics by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Transport & Logistics by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Transport & Logistics by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Transport & Logistics by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Transport & Logistics by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Transport & Logistics by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Transport & Logistics by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Utilities Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Utilities Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Utilities Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Utilities Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Utilities Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Utilities Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Utilities Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Utilities Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Utilities Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Utilities Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Utilities Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of Edge AI Gateways in Utilities by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for Edge AI Gateways in Utilities by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for Edge AI Gateways in Utilities by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for Edge AI Gateways in Utilities by Architecture, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Premises and Edge Cloud AI Servers in Utilities by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets for On-Premises and Edge Cloud AI Servers in Utilities by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets for On-Premises and Edge Cloud AI Servers in Utilities by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets for On-Premises and Edge Cloud AI Servers in Utilities by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Wearable Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in Wearable Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Wearable Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in Wearable Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Wearable Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Wearable Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in Wearable Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in Wearable Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in Wearable Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in Wearable Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in Wearable Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in XR Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for TinyML Devices in XR Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in XR Devices by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for TinyML Chipsets in XR Devices by Architecture, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in XR Devices with Edge AI Chipsets, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in XR Devices with Edge AI Chipsets by Use Case, World Markets: 2024 to 2031
Total Shipments and Installed Base for On-Device AI in XR Devices with Edge AI Chipsets by Application, World Markets: 2024 to 2031
Total Shipments and Breakdown of On-Device AI in XR Devices with Edge AI Chipsets by AI Workload, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference and Training Chipsets in XR Devices with Edge AI Chipsets by Region, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Inference Chipsets in XR Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Edge AI Training Chipsets in XR Devices with Edge AI Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Cloud AI Inference Chipsets by Architecture, World Markets: 2024 to 2031
Total Shipments and Revenue for Cloud AI Training Chipsets by Architecture, World Markets: 2024 to 2031
Total Annual Revenue from AI Chipset Sales, World Markets: 2024 to 2031
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