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세계의 벡터 인덱스 최신성 관리 시장 보고서(2025년)
Vector Index Freshness Management Global Market Report 2025
상품코드 : 1888507
리서치사 : The Business Research Company
발행일 : On Demand Report
페이지 정보 : 영문 250 Pages
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한글목차

벡터 인덱스 최신성 관리 시장 규모는 최근 급격히 확대되고 있습니다. 2024년에 13억 5,000만 달러로 평가되었고, 2025년에는 16억 5,000만 달러로, CAGR 22.8%로 성장할 전망입니다. 지난 몇 년간의 성장은 대규모 언어 모델의 활용 확대, 개인화된 추천 시스템에 대한 주목 증가, 엔터프라이즈 검색 솔루션 수요 증가, 데이터 중심의 의사결정 확대, 디지털 전환의 진전 등이 요인으로 생각됩니다.

벡터 인덱스 최신성 관리 시장 규모는 향후 수 년간 급격한 성장이 예상됩니다. 2029년에는 37억 2,000만 달러에 달하고, CAGR은 22.5%를 나타낼 전망입니다. 예측 기간 동안의 성장 요인으로는 자동화된 지식 관리에 대한 수요 증가, 실시간 인공지능(AI) 통찰력의 필요성 증가, 하이브리드 클라우드 솔루션의 도입 확대, 의료 분야에서의 AI 도입 확대, 벡터 인덱싱에 의한 업무 효율화의 중시 강화 등을 들 수 있습니다. 예측 기간의 주요 동향으로는 고속 벡터 검색 기술의 발전, 캐시 기술과 메모리 최적화의 진보, AI 구동형 분석의 혁신, 시맨틱 검색의 연구 개발, 분산형 및 클라우드 네이티브형 벡터 관리의 채용 확대 등을 들 수 있습니다.

클라우드 기반 솔루션의 이용 확대는 향후 벡터 인덱스 최신성 관리 시장의 성장을 이끌 것으로 예측됩니다. 클라우드 기반 솔루션은 사용자가 로컬 시스템이 아닌 원격 서버를 통해 용도를 실행하고, 데이터를 저장하고, 컴퓨팅 작업을 수행할 수 있는 인터넷을 통한 서비스입니다. 그 보급은 확장성에 의해 지원되며, 기업은 고가의 하드웨어 투자 없이 수요에 따라 컴퓨팅 리소스를 조정할 수 있습니다. 클라우드 기반 솔루션은 지속적으로 대량의 데이터를 생성 및 업데이트하므로 벡터 인덱스의 신선함을 유지하는 것은 AI 기반 검색 및 분석 시스템이 정확하고 최신이며 관련성이 높은 결과를 실시간으로 제공하는 데 필수적입니다. 예를 들어 유럽연합(EU)의 집행기관인 유럽위원회에 따르면 2025년 4월 현재 유럽 기업의 클라우드 도입률은 2023년 45.2%에서 2030년까지 75%로 상승할 것으로 예측되고 있습니다. 따라서 클라우드 기반 솔루션의 활용 확대는 벡터 인덱스 최신성 관리 시장의 성장을 지원합니다.

벡터 인덱스 최신성 관리 시장의 주요 기업은 중복 데이터 처리 및 검색 작업을 최소화하여 서버 부하 및 네트워크 지연을 줄이는 시맨틱 캐싱 도구와 같은 혁신적인 솔루션을 개발하는 데 주력하고 있습니다. 시맨틱 캐싱 툴은 쿼리 결과의 의미와 관련성을 이해하고 사전 계산된 결과를 저장 및 재사용하는 시스템으로, 데이터 검색의 고속화와 처리 시간의 단축을 실현합니다. 예를 들어, 2025년 4월에는 메모리 데이터 스토리지를 전문으로 하는 미국 기업인 Redis가 AI 기능을 확장하기 위해 LangCache와 벡터 세트를 발표했습니다. LangCache는 대규모 언어 모델(LLM)의 응답을 최적화하고 실시간 AI 용도를 효율적으로 지원하는 전용 캐시 솔루션입니다. 벡터 세트는 벡터 임베디드를 저장하고 빠른 쿼리를 가능하게 하는 새로운 데이터 유형으로 AI 구동 작업의 견고한 기반을 제공합니다. 이러한 기능을 통해 Redis는 AI 에이전트의 단기 기억 계층으로서의 지위를 확립하고, 실시간 벡터 관리와 임베디드 기반 캐시를 중시함으로써 개발자가 지연을 줄이고, 용도 성능을 향상시키고, 관련 컨텍스트 데이터를 신속하게 획득할 수 있도록 지원합니다.

목차

제1장 주요 요약

제2장 시장 특징

제3장 시장 동향과 전략

제4장 시장 : 금리, 인플레이션, 지정학, 무역전쟁과 관세, 그리고 코로나 및 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오

제5장 세계의 성장 분석과 전략 분석 프레임워크

제6장 시장 세분화

제7장 지역별/국가별 분석

제8장 아시아태평양 시장

제9장 중국 시장

제10장 인도 시장

제11장 일본 시장

제12장 호주 시장

제13장 인도네시아 시장

제14장 한국 시장

제15장 서유럽 시장

제16장 영국 시장

제17장 독일 시장

제18장 프랑스 시장

제19장 이탈리아 시장

제20장 스페인 시장

제21장 동유럽 시장

제22장 러시아 시장

제23장 북미 시장

제24장 미국 시장

제25장 캐나다 시장

제26장 남미 시장

제27장 브라질 시장

제28장 중동 시장

제29장 아프리카 시장

제30장 경쟁 구도와 기업 프로파일

제31장 기타 주요 기업 및 혁신 기업

제32장 세계 시장 경쟁 벤치마킹과 대시보드

제33장 주요 인수합병(M&A)

제34장 최근 시장 동향

제35장 시장의 잠재력이 높은 국가, 부문, 전략

제36장 부록

SHW
영문 목차

영문목차

Vector index freshness management is the process of maintaining the accuracy and timeliness of vector indexes that store and retrieve high-dimensional data for artificial intelligence (AI), search, and analytics applications. It ensures that newly ingested or updated data is quickly reflected in the index without affecting performance or consistency. This management enables real-time insights and reliable results from vector-based systems. By optimizing update cycles and synchronization, it improves system efficiency and supports continuous, intelligent data operations.

The key components of vector index freshness management are software, hardware, and services. The software includes tools such as vector database management systems, indexing and retrieval software, data synchronization tools, monitoring and analytics platforms, and AI integration modules that ensure real-time updates and efficient data retrieval. These solutions are deployed through on-premises and cloud modes and serve both small and medium enterprises as well as large enterprises. Applications include search engines, recommendation systems, data analytics, enterprise knowledge management, and others, serving end users across banking, financial services, and insurance (BFSI), healthcare, retail and e-commerce, information technology and telecommunications, and manufacturing industries.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.

The vector index freshness management market research report is one of a series of new reports from The Business Research Company that provides vector index freshness management market statistics, including vector index freshness management industry global market size, regional shares, competitors with a vector index freshness management market share, detailed vector index freshness management market segments, market trends and opportunities, and any further data you may need to thrive in the vector index freshness management industry. This vector index freshness management market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The vector index freshness management market size has grown exponentially in recent years. It will grow from $1.35 billion in 2024 to $1.65 billion in 2025 at a compound annual growth rate (CAGR) of 22.8%. The growth during the historic period can be attributed to increasing use of large language models, rising focus on personalized recommendation systems, growing demand for enterprise search solutions, expansion of data-driven decision-making, and increasing digital transformation.

The vector index freshness management market size is expected to see exponential growth in the next few years. It will grow to $3.72 billion in 2029 at a compound annual growth rate (CAGR) of 22.5%. The growth during the forecast period can be attributed to rising demand for automated knowledge management, increasing need for real-time artificial intelligence (AI) insights, growing deployment of hybrid cloud solutions, expansion of AI adoption in the healthcare sector, and increasing emphasis on operational efficiency through vector indexing. Key trends in the forecast period include developments in high-speed vector retrieval, advancements in caching and memory optimization, innovations in AI-driven analytics, research and development in semantic search, and rising adoption of distributed and cloud-native vector management.

The increasing use of cloud-based solutions is expected to drive the growth of the vector index freshness management market going forward. Cloud-based solutions are internet-delivered services that allow users to run applications, store data, and perform computing tasks through remote servers rather than local systems. Their rise is driven by scalability, enabling businesses to adjust computing resources based on demand without costly hardware investments. As cloud-based solutions continuously generate and update large volumes of data, maintaining vector index freshness is essential to ensure AI-driven search and analytics systems deliver accurate, up-to-date, and relevant results in real time. For example, in April 2025, according to the European Commission, a Belgium-based executive body of the European Union, cloud adoption among European businesses is expected to rise from 45.2% in 2023 to 75% by 2030. Therefore, the increasing use of cloud-based solutions is supporting the growth of the vector index freshness management market.

Key companies in the vector index freshness management market are focusing on developing innovative solutions, such as semantic caching tools, to reduce server load and network latency by minimizing redundant data processing and retrieval operations. A semantic caching tool is a system that stores and reuses previously computed query results by understanding their meaning and relationships, enabling faster data retrieval and reduced processing time. For instance, in April 2025, Redis, a US-based company specializing in memory data storage, launched LangCache and vector sets to expand its AI capabilities. LangCache is a specialized caching solution that optimizes responses from large language models (LLMs) to support real-time AI applications efficiently. Vector sets are a new data type that enables the storage and fast querying of vector embeddings, providing a robust foundation for AI-driven tasks. Together, these offerings position Redis as a short-term memory layer for AI agents, helping developers reduce latency, enhance application performance, and quickly retrieve relevant contextual data by emphasizing real-time vector management and embedding-based caching.

In November 2023, Cloudera Inc., a US-based enterprise data cloud platform provider, partnered with Pinecone Systems Inc. to accelerate the development of AI-powered applications. Through this partnership, Cloudera and Pinecone aim to enable organizations to build and deploy scalable generative AI applications by integrating Pinecone's vector database into Cloudera's open data platform, allowing faster, more accurate, and context-aware AI-driven insights. Pinecone Systems Inc. is a US-based technology company specializing in vector database solutions.

Major players in the vector index freshness management market are Amazon Web Services Inc., Google LLC, Microsoft Corporation, Alibaba Group Holding Limited, International Business Machines Corporation, Oracle Corporation, Elastic N.V., Redis Ltd., Chroma Inc., Cohere Inc., Pinecone Systems Inc., ClickHouse Inc., Supabase Inc., OpenSearch Project, Zilliz Inc., The Apache Software Foundation, Qdrant Inc., Weaviate B.V., Pureinsights Technology Corporation, and LanceDB Inc.

North America was the largest region in the vector index freshness management market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in vector index freshness management report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the vector index freshness management market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The vector index freshness management market consists of revenues earned by entities by providing services such as data integration, index optimization, monitoring and maintenance, system integration, managed services, consulting, technical support, performance tuning, API management, and data synchronization services. The market value includes the value of related goods sold by the service provider or included within the service offering. Vector Index freshness management rehab also includes sales of storage devices, networking equipment, data processing units, hardware accelerators, edge devices, cooling systems, power supply units, and data center racks. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Vector Index Freshness Management Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on vector index freshness management market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

Where is the largest and fastest growing market for vector index freshness management ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The vector index freshness management market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

Scope

Table of Contents

1. Executive Summary

2. Vector Index Freshness Management Market Characteristics

3. Vector Index Freshness Management Market Trends And Strategies

4. Vector Index Freshness Management Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

5. Global Vector Index Freshness Management Growth Analysis And Strategic Analysis Framework

6. Vector Index Freshness Management Market Segmentation

7. Vector Index Freshness Management Market Regional And Country Analysis

8. Asia-Pacific Vector Index Freshness Management Market

9. China Vector Index Freshness Management Market

10. India Vector Index Freshness Management Market

11. Japan Vector Index Freshness Management Market

12. Australia Vector Index Freshness Management Market

13. Indonesia Vector Index Freshness Management Market

14. South Korea Vector Index Freshness Management Market

15. Western Europe Vector Index Freshness Management Market

16. UK Vector Index Freshness Management Market

17. Germany Vector Index Freshness Management Market

18. France Vector Index Freshness Management Market

19. Italy Vector Index Freshness Management Market

20. Spain Vector Index Freshness Management Market

21. Eastern Europe Vector Index Freshness Management Market

22. Russia Vector Index Freshness Management Market

23. North America Vector Index Freshness Management Market

24. USA Vector Index Freshness Management Market

25. Canada Vector Index Freshness Management Market

26. South America Vector Index Freshness Management Market

27. Brazil Vector Index Freshness Management Market

28. Middle East Vector Index Freshness Management Market

29. Africa Vector Index Freshness Management Market

30. Vector Index Freshness Management Market Competitive Landscape And Company Profiles

31. Vector Index Freshness Management Market Other Major And Innovative Companies

32. Global Vector Index Freshness Management Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Vector Index Freshness Management Market

34. Recent Developments In The Vector Index Freshness Management Market

35. Vector Index Freshness Management Market High Potential Countries, Segments and Strategies

36. Appendix

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