市場調查報告書
商品編碼
1400526
向量資料庫市場 - 按技術(自然語言處理、電腦視覺、推薦系統)、按類型(解決方案、服務)、按行業垂直和預測,2023 - 2032 年Vector Database Market - By Technology (Natural Language Processing, Computer Vision, Recommendation Systems), By Type (Solution, Services), By Industry Vertical & Forecast, 2023 - 2032 |
在複雜資料量不斷增加以及對高效資料和檢索解決方案的需求激增的推動下,向量資料庫市場規模預計從 2023 年到 2032 年將以超過 20.5% 的CAGR成長。向量資料庫在處理空間資料具有卓越的效能,並且對於繪圖和地理定位等應用程式至關重要。金融、醫療保健和物流等多個行業擴大採用向量資料庫來有效處理地理空間和多維資料。
基於位置的服務、即時分析和物聯網的興起也將推動市場成長。例如,2023 年 2 月,Microsoft Dynamics 365 Copilot 整合了 AI 功能來幫助銷售團隊。 Copilot AI 利用 Microsoft 365 Graph 和 CRM 中的資料為銷售網站產生可編輯的產品描述,並建議對客戶電子郵件的回應。此外,不斷增加的資料複雜性將使向量資料庫成為現代資料管理策略的組成部分。
向量資料庫產業分為技術、類型、垂直行業和地區。
根據類型,服務領域的產業價值預計在 2023 年至 2032 年間將以複合CAGR大幅成長。這種成長可歸因於對專業服務(包括諮詢和維護)以有效實施和管理向量資料庫解決方案的需求不斷成長。服務提供者在針對不同應用最佳化向量資料庫方面的日益突出也將推動該細分市場的成長。
預計到 2032 年,電腦視覺領域的向量資料庫市場佔有率將出現顯著的CAGR。這是由於電腦視覺技術在影像辨識和分析等應用中的採用不斷增加。向量資料庫有助於有效儲存和檢索對於電腦視覺任務至關重要的向量表示。這有助於滿足不同行業不斷成長的需求。
從地區來看,亞太地區向量資料庫產業預計在 2023 年至 2032 年間快速擴張。這是由於電子商務平台的快速擴張需要高效的物流和運輸網路。向量資料庫在路線最佳化、倉庫管理和配送服務中發揮著至關重要的作用,以確保整個地區的電子商務企業及時且經濟高效地配送。
Vector database market size is projected to expand at over 20.5% CAGR from 2023 to 2032, propelled by the increasing volumes of complex data and the surging demand for efficient storage and retrieval solutions. Vector databases offer superior performance in handling spatial data and have emerged essential for applications like mapping and geolocation. Several industries like finance, healthcare, and logistics are increasingly adopting vector databases to handle geospatial and multidimensional data effectively.
The rise of location-based services, real-time analytics, and the IoT will also drive the market growth. For instance, in February 2023, Microsoft Dynamics 365 Copilot integrated AI capabilities to aid the sales teams. Copilot AI utilizes data from Microsoft 365 Graph and CRM for generating editable product descriptions for sales sites and suggesting responses to customer emails. Additionally, the increasing data complexity will position vector databases as integral components of modern data management strategies.
The vector database industry is segregated into technology, type, industry vertical, and region.
Based on type, the industry value from the services segment is estimated to rise at substantial CAGR between 2023 and 2032. The growth can be attributed to the increasing demand for professional services, including consulting and maintenance, to effectively implement and manage vector database solutions. The rising prominence of service providers in optimizing vector databases for diverse applications will also boost the segment growth.
Vector database market share from the computer vision segment is projected to witness significant CAGR through 2032. This is due to the rising adoption of computer vision technologies in applications like image recognition and analysis. Vector databases facilitate the efficient storage and retrieval of vector representations crucial for computer vision tasks. This is contributing to their growing demand in diverse industries.
Regionally, the Asia Pacific vector database industry is slated to expand at rapid pace between 2023 and 2032. This is owing to the rapid expansion of e-commerce platforms requiring efficient logistics and transportation networks. Vector databases play a vital role in route optimization, warehouse management, and delivery services for ensuring timely and cost-effective deliveries for e-commerce businesses across the region.