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세계의 벡터 인덱스 라이프사이클 관리 시장 보고서(2025년)
Vector Index Lifecycle Management Global Market Report 2025
상품코드 : 1888508
리서치사 : The Business Research Company
발행일 : On Demand Report
페이지 정보 : 영문 250 Pages
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한글목차

벡터 인덱스 라이프사이클 관리 시장 규모는 최근 급격히 확대되고 있습니다. 2024년 16억 9,000만 달러로 평가되었고, 2025년에는 21억 2,000만 달러에 달할 것으로 추정되며, CAGR 25.3%로 성장할 전망입니다. 지난 수년간의 성장은 클라우드 컴퓨팅 인프라 투자 증가, 데이터 중심 의사결정 의존도 증가, 예측 분석 활용 확대, 디지털 변환(DX) 이니셔티브 확대, 기업용 인공지능(AI) 솔루션 도입 증가로 인한 것입니다.

벡터 인덱스 라이프사이클 관리 시장 규모는 향후 수년간 급격한 성장이 예상됩니다. 2029년에는 51억 6,000만 달러에 달할 것으로 예측되며, CAGR 24.9%로 성장할 전망입니다. 예측 기간 동안의 성장 요인으로는 AI 워크플로우의 업무 효율화에 대한 주목 증가, 하이브리드 클라우드 아키텍처의 채용 확대, 자동화된 임베디드 파이프라인에 대한 수요 증가, 실시간 분석 기능 확충, 벡터 인덱스 관리 및 AI 애플리케이션의 통합 진전 등이 있습니다. 예측 기간 주요 동향으로는 확장 가능한 데이터 레이크 하우스 아키텍처 혁신, 증분 처리 진행, AI 모델 최적화 연구 개발, 고속 벡터 검색 시스템 개발, 운영 벡터 데이터베이스와의 원활한 통합 강화 등이 있습니다.

인터넷 보급률의 향상은 향후 벡터 인덱스 라이프사이클 관리 시장의 성장을 가속할 것으로 예측됩니다. 인터넷 보급률은 특정 지역 또는 국가에서 인터넷에 액세스하고 적극적으로 사용하는 사람들의 비율을 말합니다. 합리적인 모바일 네트워크의 급속한 확대로 인해 지역 및 원격 지역의 사람들도 인터넷에 쉽게 액세스할 수 있어 이러한 보급률이 증가하고 있습니다. 인터넷 보급률은 지속적인 데이터 연결을 허용하고 분산 시스템 전체에서 벡터 인덱스의 실시간 업데이트, 동기화 및 최적화를 가능하게 함으로써 벡터 인덱스 라이프사이클 관리를 지원합니다. 예를 들어, 영국 정부 기관 Ofcom에 따르면 2024년 12월 현재 영국 중소기업의 63%가 2024년 7월까지 전체 섬유 네트워크에 연결되어 2023년 9월에 비해 12% 증가한 것으로 나타났습니다. 따라서, 인터넷 보급률의 향상은 벡터 인덱스 라이프사이클 관리 시장의 성장을 지원하고 있습니다.

벡터 인덱스 라이프사이클 관리 시장의 주요 기업은 레이크하우스 네이티브의 벡터 임베디드 기술 개발에 주력하고 있습니다. 이를 통해 벡터 데이터를 빠르고 저렴한 비용으로 관리할 수 있는 동시에 실시간 AI 용도를 지원하고 운영 벡터 데이터베이스와 원활하게 연동할 수 있습니다. 레이크하우스 네이티브 벡터 임베딩은 데이터 레이크하우스 내에 직접 저장 및 관리되는 벡터를 가리키며 확장 가능하고 비용 효율적인 실시간 AI 분석을 제공합니다. 예를 들어, 2024년 8월에는 클라우드 네이티브, 완전 관리형 유니버설 데이터 레이크하우스를 전문으로 하는 미국 기업 Onehouse가 매니지드 ELT 클라우드 서비스의 일환으로 벡터 임베디드 생성 도구를 발표했습니다. 이 플랫폼은 스트림 데이터베이스 클라우드 스토리지에서 지속적인 데이터 캡처, OpenAI 및 Voyage AI와 같은 기반 모델로 전송, 최적화된 레이크하우스 테이블에 결과 벡터를 저장함으로써 임베디드 파이프라인을 자동화합니다. 이 솔루션은 증분 업데이트, 동시성 제어, 지연 데이터 처리 및 확장 가능한 스토리지와 같은 레이크하우스의 기능을 활용하면서 벡터 데이터베이스와 연동하여 대규모의 저지연 서비스를 실현합니다. 임베디드 데이터를 중앙 집중식으로 관리하고 자주 참조되는 벡터만 프로덕션 스토어로 마이그레이션함으로써 Onehouse는 비용 효율적이고 확장 가능하며 고성능 아키텍처를 제공합니다. 이 솔루션은 자연어 처리(NLP), 컨텐츠 생성 및 지능형 검색을 포함한 대규모 AI 애플리케이션을 지원합니다.

목차

제1장 주요 요약

제2장 시장 특징

제3장 시장 동향 및 전략

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

제5장 세계의 성장 분석 및 전략 분석 프레임워크

제6장 시장 세분화

제7장 지역별 및 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 구도 및 기업 프로파일

제31장 기타 주요 기업 및 혁신 기업

제32장 세계 시장 경쟁 벤치마킹 및 대시보드

제33장 주요 인수합병(M&A)

제34장 최근 시장 동향

제35장 시장의 잠재력이 높은 국가, 부문 및 전략

제36장 부록

AJY
영문 목차

영문목차

Vector index lifecycle management is the process of efficiently creating, updating, optimizing, and retiring vector indices that store embeddings used in AI and machine learning applications. It ensures fast, accurate, and scalable retrieval of vector data for real-time analytics and intelligent search. By managing the entire lifecycle of vectors, vector index lifecycle management reduces computational costs, improves performance, and supports large-scale artificial intelligence (AI) workloads. It also enables seamless integration with AI models and data platforms, ensuring insights can be generated quickly and reliably from continuously growing datasets.

The key components of vector index lifecycle management include software, hardware, and services. The software primarily consists of tools and platforms that help create, manage, and optimize vector indexes to make data processing faster and more efficient. These solutions can be deployed on-premises or through the cloud. In terms of applications, vector index lifecycle management is widely used in data analytics, machine learning, information retrieval, and recommendation systems, serving a variety of end users, including banking, financial services, and insurance (BFSI), healthcare, IT and telecommunications, retail and e-commerce, and government.

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 lifecycle management market research report is one of a series of new reports from The Business Research Company that provides vector index lifecycle management market statistics, including vector index lifecycle management industry global market size, regional shares, competitors with a vector index lifecycle management market share, detailed vector index lifecycle management market segments, market trends and opportunities, and any further data you may need to thrive in the vector index lifecycle management industry. This vector index lifecycle 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 lifecycle management market size has grown exponentially in recent years. It will grow from $1.69 billion in 2024 to $2.12 billion in 2025 at a compound annual growth rate (CAGR) of 25.3%. The growth during the historic period can be attributed to increasing investment in cloud computing infrastructure, rising reliance on data-driven decision-making, growing use of predictive analytics, expansion of digital transformation initiatives, and increasing deployment of enterprise artificial intelligence (AI) solutions.

The vector index lifecycle management market size is expected to see exponential growth in the next few years. It will grow to $5.16 billion in 2029 at a compound annual growth rate (CAGR) of 24.9%. The growth during the forecast period can be attributed to rising focus on operational efficiency in AI workflows, increasing adoption of hybrid cloud architectures, growing demand for automated embedding pipelines, expansion of real-time analytics capabilities, and rising integration of vector index management with AI applications. Key trends in the forecast period include innovations in scalable data lakehouse architectures, advancements in incremental processing, research and development in AI model optimization, developments in high-speed vector retrieval systems, and enhancements in seamless integration with operational vector databases.

The increasing internet penetration is expected to drive the growth of the vector index lifecycle management market going forward. Internet penetration refers to the share of people in a particular area or country who have access to and actively use the internet. It is rising due to the rapid expansion of affordable mobile networks, making internet access more accessible to people in rural and remote areas. Internet penetration supports vector index lifecycle management by enabling continuous data connectivity, allowing real-time updates, synchronization, and optimization of vector indexes across distributed systems. For instance, in December 2024, according to Ofcom, a UK-based government body, 63% of SMEs in the UK were connected to a full-fibre network by July 2024, marking a 12% rise compared to September 2023. Therefore, the increasing internet penetration is supporting the growth of the vector index lifecycle management market.

Key companies in the vector index lifecycle management market are focusing on developing lakehouse-native vector embeddings to enable faster, cost-effective, and scalable management of vector data while supporting real-time AI applications and seamless integration with operational vector databases. Lakehouse-native vector embeddings are vectors stored and managed directly in a data lakehouse, enabling scalable, cost-effective, real-time AI analytics. For instance, in August 2024, Onehouse, a US-based company specializing in cloud-native, fully managed universal data lakehouse, launched its vector embeddings generator as part of its managed ELT cloud service. The platform automates embedding pipelines by continuously ingesting data from streams, databases, and cloud storage, sending it to foundation models such as OpenAI and Voyage AI, and storing the resulting vectors in optimized lakehouse tables. It leverages the lakehouse's features, such as incremental updates, concurrency control, late-arriving data handling, and scalable storage, while integrating with vector databases for high-scale, low-latency serving. By centralizing embeddings and moving only hot vectors to operational stores, Onehouse delivers a cost-efficient, scalable, and high-performance architecture. This solution supports large-scale AI applications, including NLP, content generation, and intelligent search.

In June 2024, OpenAI, a US-based AI research and deployment company, acquired Rockset for an undisclosed amount. Through this acquisition, OpenAI aims to strengthen its data infrastructure capabilities and enhance the efficiency of its AI models by integrating Rockset's real-time analytics and vector search technology. This integration allows OpenAI to improve data retrieval performance for large-scale AI workloads, enabling faster and more accurate responses within its products and services. Rockset is a US-based company specializing in vector index lifecycle management.

Major players in the vector index lifecycle management market are Amazon Inc., Google LLC, Microsoft Corporation, Alibaba Group Holding Limited, Oracle Corporation, Databricks Inc., MongoDB Inc., Elastic N.V., Redis Ltd., Searce Inc., Pinecone Systems Inc., Zilliz Technologies Inc., ClickHouse Inc., OpenSearch Project, Weaviate B.V., Qdrant Inc., Vespa AI by Verizon Media, Activeloop Inc., Vald Project, and LanceDB Inc.

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

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

The vector index lifecycle management market consists of revenues earned by entities by providing services such as consulting, integration, support and maintenance, training, cloud management, managed services, data migration, and custom development services. The market value includes the value of related goods sold by the service provider or contained within the service offering. Vector index lifecycle management also includes sales of storage appliances, high-performance computing hardware, and networking equipment devices. 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 Lifecycle 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 lifecycle 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 lifecycle 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 lifecycle 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 Lifecycle Management Market Characteristics

3. Vector Index Lifecycle Management Market Trends And Strategies

4. Vector Index Lifecycle 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 Lifecycle Management Growth Analysis And Strategic Analysis Framework

6. Vector Index Lifecycle Management Market Segmentation

7. Vector Index Lifecycle Management Market Regional And Country Analysis

8. Asia-Pacific Vector Index Lifecycle Management Market

9. China Vector Index Lifecycle Management Market

10. India Vector Index Lifecycle Management Market

11. Japan Vector Index Lifecycle Management Market

12. Australia Vector Index Lifecycle Management Market

13. Indonesia Vector Index Lifecycle Management Market

14. South Korea Vector Index Lifecycle Management Market

15. Western Europe Vector Index Lifecycle Management Market

16. UK Vector Index Lifecycle Management Market

17. Germany Vector Index Lifecycle Management Market

18. France Vector Index Lifecycle Management Market

19. Italy Vector Index Lifecycle Management Market

20. Spain Vector Index Lifecycle Management Market

21. Eastern Europe Vector Index Lifecycle Management Market

22. Russia Vector Index Lifecycle Management Market

23. North America Vector Index Lifecycle Management Market

24. USA Vector Index Lifecycle Management Market

25. Canada Vector Index Lifecycle Management Market

26. South America Vector Index Lifecycle Management Market

27. Brazil Vector Index Lifecycle Management Market

28. Middle East Vector Index Lifecycle Management Market

29. Africa Vector Index Lifecycle Management Market

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

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

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

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

34. Recent Developments In The Vector Index Lifecycle Management Market

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

36. Appendix

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