人工智慧與機器學習：市場數據概覽（2025 年第三季）

本報告深入分析了人工智慧和機器學習市場，詳細分析了設備、網關和本地伺服器，並對 17 個行業和 4 個地區的邊緣人工智慧晶片組的設備出貨量和預測進行了詳細分析，同時也探討了雲端和邊緣人工智慧晶片組架構的演進。

實際優勢：

• 識別特定產業人工智慧解決方案的成長機會，並制定最佳資訊傳遞和策略。
• 幫助內部和外部利害關係人了解人工智慧對晶片組出貨量和收入的影響，涵蓋從邊緣到雲端的整個運算領域。
• 根據晶片組架構的相對成長評估策略。

關鍵問題解答：

• 到 2031 年，人工智慧硬體將如何應用於邊緣設備、網關和伺服器？
• 全球和區域範圍內的雲端和邊緣人工智慧市場將如何發展？
• 邊緣人工智慧將如何在各行業中得到應用？
• 到 2031 年，哪種晶片組架構將引領人工智慧領域？

研究亮點：

• 按地區、架構、產業、工作負載和用例對設備、網關和本地伺服器進行詳細分析
• 17 個產業和 4 個地區配備邊緣 AI 晶片組的設備出貨量
• 雲端與邊緣 AI 晶片組架構的演進

目錄

本產品應與 "人工智慧與機器學習" （MD-AIML-113）配合閱讀。

主要發現

最新發布

研究方法

主要預測

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.

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?

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.

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

This product is meant to be read in conjunction withArtificial Intelligence and Machine LearningMD-AIML-113

Key Findings

Whats New

Methodology

Significant Forecasts