市场调查报告书
商品编码
1400526
向量资料库市场 - 按技术(自然语言处理、电脑视觉、推荐系统)、按类型(解决方案、服务)、按行业垂直和预测,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 |
在复杂资料量不断增加以及对高效资料和检索解决方案的需求激增的推动下,向量资料库市场规模预计从 2023 年到 2032 年将以超过 20.5% 的CAGR增长。向量资料库在处理空间资料具有卓越的效能,并且对于绘图和地理定位等应用程式至关重要。金融、医疗保健和物流等多个行业越来越多地采用向量资料库来有效处理地理空间和多维资料。
基于位置的服务、即时分析和物联网的兴起也将推动市场成长。例如,2023 年 2 月,Microsoft Dynamics 365 Copilot 整合了 AI 功能来帮助销售团队。 Copilot AI 利用 Microsoft 365 Graph 和 CRM 中的资料为销售网站产生可编辑的产品描述,并建议对客户电子邮件的回应。此外,不断增加的资料复杂性将使向量资料库成为现代资料管理策略的组成部分。
向量资料库产业分为技术、类型、垂直行业和地区。
根据类型,服务领域的产业价值预计在 2023 年至 2032 年间将以复合CAGR大幅成长。这种成长可归因于对专业服务(包括咨询和维护)以有效实施和管理向量资料库解决方案的需求不断成长。服务提供者在针对不同应用优化向量资料库方面的日益突出也将推动该细分市场的成长。
预计到 2032 年,电脑视觉领域的向量资料库市场份额将出现显着的CAGR。这是由于电脑视觉技术在影像辨识和分析等应用中的采用不断增加。向量资料库有助于有效储存和检索对于电脑视觉任务至关重要的向量表示。这有助于满足不同行业不断增长的需求。
从地区来看,亚太地区向量资料库产业预计在 2023 年至 2032 年间快速扩张。这是由于电子商务平台的快速扩张需要高效的物流和运输网路。向量资料库在路线优化、仓库管理和配送服务中发挥着至关重要的作用,以确保整个地区的电子商务企业及时且经济高效地配送。
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.