Vector Database Market by Offering (Solutions and Services), Technology (NLP, Computer Vision, and Recommendation Systems), Vertical (Media & Entertainment, IT & ITeS, Healthcare & Life Sciences) and Region - Global Forecast to 2028
MarketsandMarkets forecasts the global vector database market size is expected to grow from USD 1.5 billion in 2023 to USD 4.3 billion by 2028 at a CAGR of 23.3% during the forecast period. Vector databases power NLP applications such as machine translation and chatbots. These applications can quickly identify similar phrases and documents, which are essential for translating languages and generating text.
“Deployment & Integration service segment to hold the largest market size during the forecast period.”
Deployment and integration services in vector databases refer to seamlessly integrating vector database models and algorithms into existing business systems, software, and infrastructure. These services ensure that vector database solutions integrate existing IT systems and that data flows smoothly between different platforms. These services may include customization of AI algorithms, data pipeline design, cloud infrastructure setup, and security and compliance consulting. These services ensure businesses can leverage vector databases’ power while minimizing the impact on existing operations and processes. Consider deployment strategies for high availability and scalability, including setting up replication, load balancing, and sharding mechanisms to ensure that the database can handle increasing workloads; this helps to monitor and optimize the vector database for improved performance.
“Media & Entertainment vertical to hold the largest market size during the forecast period.”
The media and entertainment industry has experienced significant changes in recent years due to the emergence of AI and ML technologies. Vector database, which uses algorithms and models to create new and unique content like images, videos, and music similar to that produced by humans, is one of the most promising and rapidly developing areas of AI in this industry. It is used in various sectors of the media and entertainment industry, including film and television production, music, gaming, and advertising.
Media and entertainment companies are utilizing vector databases to produce captivating and exclusive content more efficiently and timely than traditional methods. For example, virtual sets and characters for films and TV shows are being created using a vector database, resulting in savings on production costs. The music industry also uses vector databases to develop fresh and inventive sounds and styles. The real-time generation of game worlds and characters in gaming makes the player experience more immersive. Additionally, a vector database is employed in advertising to generate personalized and targeted content that connects with specific audiences.
“Vector Database market in Asia Pacific to grow at the highest CAGR during the forecast period.”
The vector database market in the Asia Pacific includes analysis of China, Japan, ANZ, and the Rest of Asia Pacific. The region will experience extensive growth opportunities due to high consumer spending, internet penetration, and the rising adoption of advanced technologies, such as ML, AI, and LLMs. Retail & eCommerce, BFSI, healthcare & life sciences industries will contribute substantially to the market growth in the region. These industries offer significant growth potential for the market due to the increasing awareness among consumers and the rising adoption of new technologies in various sectors, especially in China, India, and South Korea. The expanding number of players in the region will drive the growth of the vector database market in Asia Pacific. Owing to a rapidly increasing technology-backed economic structure, Asia Pacific will emerge as the fastest-growing region in vector database demand during the forecast period.
Moreover, Asia Pacific provides significant growth opportunities over the next five years. The rising demand for advanced solutions that are cloud-driven and cloud-supported has resulted in the increasing demand for vector database solutions in Asia Pacific, resulting in increasing investments and technological advancements across industries. The market in Asia Pacific is experiencing strong growth as Asia Pacific organizations are rapidly adopting vector databases to meet the demands of their customers. The competition in this region is fragmented, and market vendors are looking to expand their presence there, which would result in infrastructure improvement and business-strategic benefits. Asia Pacific enterprises are less proficient than North American and European enterprises in information, security awareness, and technical expertise. Vector database can help improve how Asia Pacific organizations sell and ship their goods and materials.
Further, our team conducted in-depth interviews with the Chief Executive Officers (CEOs), Chief Marketing Officers (CMO), Chief Operating Officers (COOs), Chief Technology Officers (CTOs), Vice Presidents (VPs), Managing Directors (MDs), domain heads, technology and innovation directors, and related key executives from various prominent companies and organizations operating in the vector database market.
Research Coverage
The research study covered inputs, insights, trends, and happenings from secondary sources, primary sources, stakeholders’ interviews, and surveys. Secondary sources include information from databases and repositories such as D&B Hoovers, Bloomberg, Factiva, and CoinDesk. We fetched primary data from supply-side industry experts who hold the chair of Chief Executive Officer (CEO), Chief Technological Officer (CTO), Chief Operating Officer (COO), Vice-President (VP) of IT, and Managing Director (MD), among others. We also reached out to a few startups during our primary interviews. Additionally, we have taken information and statistical and historical data from a few government associations, public sources, webinar and seminar transcripts, journals, conferences, and events.
Reasons to buy this report:
The report will help the market leaders/new entrants with information on the closest approximations of the revenue numbers for the overall vector database market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the market pulse and provides information on key market drivers, restraints, challenges, and opportunities. The report incorporates a critical section comprising the company profiles in the market, in which it has exhaustively evaluated the vendors in terms of product portfolio offerings and business strategies followed; this will give a holistic view of the current standing of the key players in the market and the ongoing developments encompassing partnerships, agreements, collaborations, mergers and acquisitions, joint ventures, new product or service launches, and business expansions. This evaluation will help the buyers understand how the major vendors are achieving service differentiation, and buyers can understand the need gap analysis for the existing services and new services needed to cater to these newly developed solutions for this market. The report can help the buyers understand significant benefits as well as driving factors that are becoming key growth drivers of the development of buyers in these services.
The report provides insights on the following pointers.
“Deployment & Integration service segment to hold the largest market size during the forecast period.”
Deployment and integration services in vector databases refer to seamlessly integrating vector database models and algorithms into existing business systems, software, and infrastructure. These services ensure that vector database solutions integrate existing IT systems and that data flows smoothly between different platforms. These services may include customization of AI algorithms, data pipeline design, cloud infrastructure setup, and security and compliance consulting. These services ensure businesses can leverage vector databases’ power while minimizing the impact on existing operations and processes. Consider deployment strategies for high availability and scalability, including setting up replication, load balancing, and sharding mechanisms to ensure that the database can handle increasing workloads; this helps to monitor and optimize the vector database for improved performance.
“Media & Entertainment vertical to hold the largest market size during the forecast period.”
The media and entertainment industry has experienced significant changes in recent years due to the emergence of AI and ML technologies. Vector database, which uses algorithms and models to create new and unique content like images, videos, and music similar to that produced by humans, is one of the most promising and rapidly developing areas of AI in this industry. It is used in various sectors of the media and entertainment industry, including film and television production, music, gaming, and advertising.
Media and entertainment companies are utilizing vector databases to produce captivating and exclusive content more efficiently and timely than traditional methods. For example, virtual sets and characters for films and TV shows are being created using a vector database, resulting in savings on production costs. The music industry also uses vector databases to develop fresh and inventive sounds and styles. The real-time generation of game worlds and characters in gaming makes the player experience more immersive. Additionally, a vector database is employed in advertising to generate personalized and targeted content that connects with specific audiences.
“Vector Database market in Asia Pacific to grow at the highest CAGR during the forecast period.”
The vector database market in the Asia Pacific includes analysis of China, Japan, ANZ, and the Rest of Asia Pacific. The region will experience extensive growth opportunities due to high consumer spending, internet penetration, and the rising adoption of advanced technologies, such as ML, AI, and LLMs. Retail & eCommerce, BFSI, healthcare & life sciences industries will contribute substantially to the market growth in the region. These industries offer significant growth potential for the market due to the increasing awareness among consumers and the rising adoption of new technologies in various sectors, especially in China, India, and South Korea. The expanding number of players in the region will drive the growth of the vector database market in Asia Pacific. Owing to a rapidly increasing technology-backed economic structure, Asia Pacific will emerge as the fastest-growing region in vector database demand during the forecast period.
Moreover, Asia Pacific provides significant growth opportunities over the next five years. The rising demand for advanced solutions that are cloud-driven and cloud-supported has resulted in the increasing demand for vector database solutions in Asia Pacific, resulting in increasing investments and technological advancements across industries. The market in Asia Pacific is experiencing strong growth as Asia Pacific organizations are rapidly adopting vector databases to meet the demands of their customers. The competition in this region is fragmented, and market vendors are looking to expand their presence there, which would result in infrastructure improvement and business-strategic benefits. Asia Pacific enterprises are less proficient than North American and European enterprises in information, security awareness, and technical expertise. Vector database can help improve how Asia Pacific organizations sell and ship their goods and materials.
Further, our team conducted in-depth interviews with the Chief Executive Officers (CEOs), Chief Marketing Officers (CMO), Chief Operating Officers (COOs), Chief Technology Officers (CTOs), Vice Presidents (VPs), Managing Directors (MDs), domain heads, technology and innovation directors, and related key executives from various prominent companies and organizations operating in the vector database market.
- By Company – Tier 1–30%, Tier 2–45%, and Tier 3–25%
- By Designation – C-Level Executives–50%, Director Level–35%, and Others–15%
- By Region – North America–50%, Europe–30%, Asia Pacific–15%, RoW – 5%
Research Coverage
The research study covered inputs, insights, trends, and happenings from secondary sources, primary sources, stakeholders’ interviews, and surveys. Secondary sources include information from databases and repositories such as D&B Hoovers, Bloomberg, Factiva, and CoinDesk. We fetched primary data from supply-side industry experts who hold the chair of Chief Executive Officer (CEO), Chief Technological Officer (CTO), Chief Operating Officer (COO), Vice-President (VP) of IT, and Managing Director (MD), among others. We also reached out to a few startups during our primary interviews. Additionally, we have taken information and statistical and historical data from a few government associations, public sources, webinar and seminar transcripts, journals, conferences, and events.
Reasons to buy this report:
The report will help the market leaders/new entrants with information on the closest approximations of the revenue numbers for the overall vector database market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the market pulse and provides information on key market drivers, restraints, challenges, and opportunities. The report incorporates a critical section comprising the company profiles in the market, in which it has exhaustively evaluated the vendors in terms of product portfolio offerings and business strategies followed; this will give a holistic view of the current standing of the key players in the market and the ongoing developments encompassing partnerships, agreements, collaborations, mergers and acquisitions, joint ventures, new product or service launches, and business expansions. This evaluation will help the buyers understand how the major vendors are achieving service differentiation, and buyers can understand the need gap analysis for the existing services and new services needed to cater to these newly developed solutions for this market. The report can help the buyers understand significant benefits as well as driving factors that are becoming key growth drivers of the development of buyers in these services.
The report provides insights on the following pointers.
- Analysis of key drivers (advancements in AI and ML, increasing usage of LLMs, considerable investments in vector database), restraints (privacy and security of the data stored on databases), opportunities (demand of real-time analytics, need for semantic search), and challenges (lack of technical expertise, need to strict adherence to regulatory and compliance policies) influencing the growth of the vector database market
- Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the vector database market
- Market Development: Comprehensive information about lucrative markets – the report analyses the vector database market across varied regions.
- Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the vector database market
1 INTRODUCTION
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 MARKET SCOPE
1.3.1 MARKET SEGMENTATION
1.3.2 REGIONS COVERED
1.4 YEARS CONSIDERED
1.5 CURRENCY CONSIDERED
TABLE 1 USD EXCHANGE RATES, 2018–2022
1.6 STAKEHOLDERS
1.7 RECESSION IMPACT
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 1 VECTOR DATABASE MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
2.1.2.1 Breakup of primary profiles
2.1.2.2 Key insights from industry experts
2.2 DATA TRIANGULATION
FIGURE 2 VECTOR DATABASE MARKET: DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 3 VECTOR DATABASE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1 TOP-DOWN APPROACH
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
2.3.2 BOTTOM-UP APPROACH
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
FIGURE 6 VECTOR DATABASE MARKET: RESEARCH FLOW
2.3.3 MARKET ESTIMATION APPROACHES
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE): ILLUSTRATION OF VENDOR REVENUE ESTIMATION
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY-SIDE ANALYSIS
FIGURE 9 BOTTOM-UP APPROACH FROM SUPPLY SIDE: COLLECTIVE REVENUE OF VENDORS
FIGURE 10 DEMAND-SIDE APPROACH: REVENUE GENERATED FROM DIFFERENT VERTICALS
FIGURE 11 DEMAND-SIDE APPROACH: VECTOR DATABASE MARKET
2.4 MARKET FORECAST
TABLE 2 FACTOR ANALYSIS
2.5 IMPACT OF RECESSION ON GLOBAL VECTOR DATABASE MARKET
2.6 RESEARCH ASSUMPTIONS
2.7 LIMITATIONS AND RISK ASSESSMENT
3 EXECUTIVE SUMMARY
TABLE 3 VECTOR DATABASE MARKET SIZE AND GROWTH, 2019–2022 (USD MILLION, Y-O-Y %)
TABLE 4 VECTOR DATABASE MARKET SIZE AND GROWTH, 2023–2028 (USD MILLION, Y-O-Y %)
FIGURE 12 GLOBAL VECTOR DATABASE MARKET TO WITNESS SIGNIFICANT GROWTH
FIGURE 13 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE IN 2023
FIGURE 14 FASTEST-GROWING SEGMENTS OF VECTOR DATABASE MARKET
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES FOR COMPANIES IN VECTOR DATABASE MARKET
FIGURE 15 MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE TO DRIVE GROWTH OF VECTOR DATABASE MARKET
4.2 VECTOR DATABASE MARKET, BY OFFERING, 2023 VS. 2028
FIGURE 16 SOLUTIONS SEGMENT TO HOLD LARGER MARKET SHARE IN 2023
4.2.1 VECTOR DATABASE MARKET, BY SOLUTION, 2023 VS. 2028
FIGURE 17 VECTOR SEARCH SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023
4.2.2 VECTOR DATABASE MARKET, BY SERVICE, 2023 VS. 2028
FIGURE 18 PROFESSIONAL SERVICES SEGMENT TO HOLD LARGER MARKET SHARE IN 2023
4.3 VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023 VS. 2028
FIGURE 19 DEPLOYMENT & INTEGRATION SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023
4.4 VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023 VS. 2028
FIGURE 20 NLP SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023
4.5 VECTOR DATABASE MARKET, BY VERTICAL, 2023 VS. 2028
FIGURE 21 MEDIA & ENTERTAINMENT VERTICAL TO HOLD LARGEST MARKET SHARE IN 2023
4.6 VECTOR DATABASE MARKET: REGIONAL SCENARIO, 2023–2028
FIGURE 22 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 23 MARKET DYNAMICS: VECTOR DATABASE MARKET
5.2.1 DRIVERS
5.2.1.1 Advancements in AI and ML
5.2.1.2 Increasing usage of large language models
5.2.1.3 Growing demand for solutions to process low-latency queries
5.2.1.4 Increasing demand for automating repetitive database management processes
5.2.1.5 Huge investments in vector database
FIGURE 24 VECTOR DATABASE INVESTMENTS BY COMPANIES IN 2022–2023 (USD MILLION)
5.2.2 RESTRAINTS
5.2.2.1 Privacy and security of data stored on databases
5.2.3 OPPORTUNITIES
5.2.3.1 Rising demand for real-time analytics
5.2.3.2 Rising demand for semantic search
5.2.3.3 Data complexity and diversity
5.2.4 CHALLENGES
5.2.4.1 Lack of technical expertise
5.2.4.2 Need for strict adherence to regulatory and compliance policies
5.3 CASE STUDY ANALYSIS
5.3.1 CASE STUDY 1: MONGODB ATLAS HELPED TO MANAGE DATABASE PROPERLY
5.3.2 CASE STUDY 2: CHIPPER CASH DECREASED FRAUDULENT ACTIVITIES BY USING PINECONE
5.3.3 CASE STUDY 3: SMARTNEWS HANDLED LARGE VECTOR DATA BY USING MILVUS
5.3.4 CASE STUDY 4: ACI SAVED MILLIONS OF DOLLARS OF CUSTOMERS BY USING DATASTAX
5.3.5 CASE STUDY 5: BEIERSDORF HELPED SUMMARIZE DOCUMENTS BY USING AZURE COGNITIVE SEARCH
5.4 PORTER’S FIVE FORCES ANALYSIS
FIGURE 25 VECTOR DATABASE MARKET: PORTER’S FIVE FORCES ANALYSIS
TABLE 5 IMPACT OF PORTER’S FIVE FORCES ON VECTOR DATABASE MARKET
5.4.1 THREAT OF NEW ENTRANTS
5.4.2 THREAT OF SUBSTITUTES
5.4.3 BARGAINING POWER OF SUPPLIERS
5.4.4 BARGAINING POWER OF BUYERS
5.4.5 INTENSITY OF COMPETITIVE RIVALRY
5.5 PRICING ANALYSIS
5.5.1 AVERAGE SELLING PRICE (ASP) TREND OF KEY PLAYERS, BY SOLUTION
FIGURE 26 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOLUTION (USD MILLION/MONTH)
5.5.2 INDICATIVE PRICING ANALYSIS OF VECTOR DATABASE SOLUTIONS
TABLE 6 INDICATIVE PRICING ANALYSIS OF VECTOR DATABASE SOLUTIONS
5.6 PATENT ANALYSIS
FIGURE 27 NUMBER OF PATENTS PUBLISHED, 2012–2022
FIGURE 28 TOP FIVE PATENT OWNERS (GLOBAL)
TABLE 7 TOP TEN PATENT OWNERS (US)
TABLE 8 PATENTS IN VECTOR DATABASE MARKET, 2023
5.7 TECHNOLOGY ANALYSIS
5.7.1 KEY TECHNOLOGIES
5.7.1.1 NLP
5.7.1.2 Computer Vision
5.7.2 COMPLEMENTARY TECHNOLOGIES
5.7.2.1 Cloud
5.7.2.2 IoT
5.7.2.3 Big Data
5.7.3 ADJACENT TECHNOLOGIES
5.7.3.1 Deep Learning Models
5.7.3.2 Machine Learning Frameworks
5.7.3.3 Generative AI
5.8 REGULATORY LANDSCAPE
5.8.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 9 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 10 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 11 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 12 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 13 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.8.2 THE EUROPEAN UNION (EU) - ARTIFICIAL INTELLIGENCE ACT (AIA)
5.8.3 INTERIM ADMINISTRATIVE MEASURES FOR GENERATIVE ARTIFICIAL INTELLIGENCE SERVICES
5.8.4 GENERAL DATA PROTECTION REGULATION
5.8.5 NATIONAL ARTIFICIAL INTELLIGENCE INITIATIVE ACT (NAIIA)
5.8.6 INFORMATION SECURITY TECHNOLOGY - PERSONAL INFORMATION SECURITY SPECIFICATION GB/T 35273-2017
5.8.7 THE ARTIFICIAL INTELLIGENCE AND DATA ACT (AIDA)
5.8.8 GENERAL DATA PROTECTION LAW
5.8.9 LAW NO 13 OF 2016 ON PROTECTING PERSONAL DATA
5.8.10 NIST SPECIAL PUBLICATION 800-144 - GUIDELINES ON SECURITY AND PRIVACY IN PUBLIC CLOUD COMPUTING
5.9 KEY CONFERENCES AND EVENTS, 2023–2024
TABLE 14 VECTOR DATABASE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023–2024
5.10 KEY STAKEHOLDERS AND BUYING CRITERIA
5.10.1 KEY STAKEHOLDERS IN BUYING PROCESS
FIGURE 29 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR MAJOR VERTICALS
TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR MAJOR VERTICALS (%)
5.10.2 BUYING CRITERIA
FIGURE 30 KEY BUYING CRITERIA FOR MAJOR VERTICALS
TABLE 16 KEY BUYING CRITERIA FOR MAJOR VERTICALS
5.11 VALUE CHAIN ANALYSIS
FIGURE 31 VECTOR DATABASE MARKET: VALUE CHAIN
5.12 ECOSYSTEM ANALYSIS
FIGURE 32 VECTOR DATABASE MARKET: ECOSYSTEM
TABLE 17 VECTOR DATABASE MARKET: COMPANIES AND THEIR ROLE IN ECOSYSTEM
5.13 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS’ BUSINESSES
FIGURE 33 VECTOR DATABASE MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS’ BUSINESSES
5.14 VECTOR DATABASE MARKET: BUSINESS MODEL ANALYSIS
FIGURE 34 VECTOR DATABASE MARKET: BUSINESS MODELS
5.14.1 SUBSCRIPTION MODEL
5.14.2 MANAGED SERVICE MODEL
6 VECTOR DATABASE MARKET, BY OFFERING
6.1 INTRODUCTION
6.1.1 OFFERING: VECTOR DATABASE MARKET DRIVERS
FIGURE 35 SOLUTIONS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
TABLE 18 VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 19 VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
6.2 SOLUTIONS
FIGURE 36 VECTOR SEARCH SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
TABLE 20 SOLUTIONS: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 21 SOLUTIONS: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 22 VECTOR DATABASE MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 23 VECTOR DATABASE MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
6.2.1 VECTOR GENERATION
6.2.1.1 Rise of AI and ML to lead to development of new and sophisticated vector-generation algorithms
TABLE 24 VECTOR GENERATION: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 25 VECTOR GENERATION: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.1.1.1 Word Embeddings
6.2.1.1.2 Image Embeddings
6.2.1.1.3 Others
6.2.2 VECTOR SEARCH
6.2.2.1 Statistical models to provide powerful ways to capture complex patterns in data and generate precise outputs
TABLE 26 VECTOR SEARCH: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 27 VECTOR SEARCH: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.2.1.1 Exact Vector Search
6.2.2.1.2 Semantic Search
6.2.2.1.3 Approximate Nearest Neighbor Search
6.2.2.1.4 Others
6.2.3 STORAGE AND RETRIEVAL VECTORS
6.2.3.1 Deep learning models to excel at generative tasks requiring fine-grained details
TABLE 28 STORAGE AND RETRIEVAL VECTORS: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 29 STORAGE AND RETRIEVAL VECTORS: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.3.1.1 Text Vectors
6.2.3.1.2 Image Vectors
6.2.3.1.3 Geospatial Vectors
6.3 SERVICES
FIGURE 37 MANAGED SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 30 SERVICES: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 31 SERVICES: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 32 VECTOR DATABASE MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 33 VECTOR DATABASE MARKET, BY SERVICE, 2023–2028 (USD MILLION)
6.3.1 PROFESSIONAL SERVICES
6.3.1.1 Professional services to offer specialized expertise in vector databases to meet specific needs
FIGURE 38 DEPLOYMENT & INTEGRATION TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
TABLE 34 PROFESSIONAL SERVICES: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 35 PROFESSIONAL SERVICES: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 36 VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 37 VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
6.3.1.1.1 Consulting
TABLE 38 CONSULTING: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 39 CONSULTING: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3.1.1.2 Deployment & Integration
TABLE 40 DEPLOYMENT & INTEGRATION: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 41 DEPLOYMENT & INTEGRATION: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3.1.1.3 Training, Support, and Maintenance
TABLE 42 TRAINING, SUPPORT, AND MAINTENANCE: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 43 TRAINING, SUPPORT, AND MAINTENANCE: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3.2 MANAGED SERVICES
6.3.2.1 Managed services to provide end-to-end management for vector databases and help businesses focus on core competencies
TABLE 44 MANAGED SERVICES: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 45 MANAGED SERVICES: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
7 VECTOR DATABASE MARKET, BY TECHNOLOGY
7.1 INTRODUCTION
7.1.1 TECHNOLOGY: VECTOR DATABASE MARKET DRIVERS
FIGURE 39 COMPUTER VISION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 46 VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 47 VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
7.2 NATURAL LANGUAGE PROCESSING
7.2.1 VECTOR DATABASE TO BE USED FOR DOCUMENT RETRIEVAL, SEMANTIC SEARCH, SENTIMENT ANALYSIS, AND CHATBOTS IN NLP
TABLE 48 NLP: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 49 NLP: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
7.2.1.1 Semantic Search
7.2.1.2 Document/Text Retrieval
7.2.1.3 Sentiment Analysis
7.2.1.4 Chatbots & Virtual Assistants
7.2.1.5 Others
7.3 COMPUTER VISION
7.3.1 COMPUTER VISION AND VECTOR DATABASES TO OFFER POWERFUL SOLUTIONS FOR APPLICATIONS THAT INVOLVE PROCESSING AND UNDERSTANDING VISUAL CONTENT EFFICIENTLY
TABLE 50 COMPUTER VISION: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 51 COMPUTER VISION: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
7.3.1.1 Image Retrieval
7.3.1.2 Object Detection
7.3.1.3 Face/Image Recognition
7.3.1.4 Others
7.4 RECOMMENDATION SYSTEMS
7.4.1 ENHANCED ACCURACY AND EFFICIENCY OF CONTENT RECOMMENDATIONS TO DRIVE MARKET GROWTH
TABLE 52 RECOMMENDATION SYSTEMS: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 53 RECOMMENDATION SYSTEMS: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
7.4.1.1 Collaborative Filtering
7.4.1.2 Content-based Filtering
7.4.1.3 Session-based Recommendations
7.4.1.4 Others
8 VECTOR DATABASE MARKET, BY VERTICAL
8.1 INTRODUCTION
8.1.1 VERTICAL: VECTOR DATABASE MARKET DRIVERS
FIGURE 40 MEDIA & ENTERTAINMENT TO RECORD LARGEST MARKET SIZE DURING FORECAST PERIOD
TABLE 54 VECTOR DATABASE MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 55 VECTOR DATABASE MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
8.2 BFSI
8.2.1 VECTOR DATABASE TO OPTIMIZE OPERATIONS, IMPROVE CUSTOMER EXPERIENCE, AND MANAGE RISKS
8.2.2 BFSI: VECTOR DATABASE USE CASES
TABLE 56 BFSI: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 57 BFSI: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.2.2.1 Risk Assessment
8.2.2.2 Customer Segmentation
8.2.2.3 Fraud Detection/Risk Management
8.2.2.4 Others
8.3 RETAIL & E-COMMERCE
8.3.1 VECTOR DATABASE TO HELP RETAIL SECTOR OPTIMIZE INVENTORY PLANNING WHILE REDUCING SHELF SHRINKAGE
8.3.2 RETAIL & E-COMMERCE: VECTOR DATABASE USE CASES
TABLE 58 RETAIL & E-COMMERCE: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 59 RETAIL & E-COMMERCE: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.3.2.1 Product Recommendations
8.3.2.2 Inventory Management
8.3.2.3 Others
8.4 HEALTHCARE & LIFE SCIENCES
8.4.1 VECTOR DATABASES TO HELP IN DIAGNOSING DISEASES AND CREATING NEW DRUGS
8.4.2 HEALTHCARE & LIFE SCIENCES: VECTOR DATABASE USE CASES
TABLE 60 HEALTHCARE & LIFE SCIENCES: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 61 HEALTHCARE & LIFE SCIENCES: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.4.2.1 Medical Imaging
8.4.2.2 EHR
8.4.2.3 Others
8.5 IT & ITES
8.5.1 VECTOR DATABASE TO HELP IMPROVE CYBERSECURITY, MINIMIZE COSTS, AND ENHANCE USER EXPERIENCE
8.5.2 IT & ITES: VECTOR DATABASE USE CASES
TABLE 62 IT & ITES: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 63 IT & ITES: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.5.2.1 IT Operations and Monitoring
8.5.2.2 Search and Content Recommendation
8.5.2.3 Customer Support and Chatbots
8.5.2.4 Others
8.6 MEDIA & ENTERTAINMENT
8.6.1 VECTOR DATABASE TO PRODUCE CAPTIVATING AND EXCLUSIVE CONTENT EFFICIENTLY THAN TRADITIONAL METHODS
8.6.2 MEDIA & ENTERTAINMENT: VECTOR DATABASE USE CASES
TABLE 64 MEDIA & ENTERTAINMENT: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 65 MEDIA & ENTERTAINMENT: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.6.2.1 Content Recommendation
8.6.2.2 Content Metadata Management
8.6.2.3 Content Similarity Search
8.6.2.4 Others
8.7 MANUFACTURING
8.7.1 VECTOR DATABASE TO IMPROVE PROTOTYPE DESIGN AND CAPACITY PLANNING IN SMART FACTORIES
8.7.2 MANUFACTURING: VECTOR DATABASE USE CASES
TABLE 66 MANUFACTURING: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 67 MANUFACTURING: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.7.2.1 Quality Control and Inspection
8.7.2.2 Predictive Maintenance
8.7.2.3 Others
8.8 GOVERNMENT & DEFENSE
8.8.1 VECTOR DATABASE TOOLS TO DETECT THREAT AND ENHANCE SURVEILLANCE
8.8.2 GOVERNMENT & DEFENSE: VECTOR DATABASE USE CASES
TABLE 68 GOVERNMENT & DEFENSE: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 69 GOVERNMENT & DEFENSE: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.8.2.1 Geospatial Intelligence
8.8.2.2 Image Analysis and Recognition
8.8.2.3 Others
8.9 OTHER VERTICALS
TABLE 70 OTHER VERTICALS: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 71 OTHER VERTICALS: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
9 VECTOR DATABASE MARKET, BY REGION
9.1 INTRODUCTION
FIGURE 41 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 72 VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 73 VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
9.2 NORTH AMERICA
9.2.1 NORTH AMERICA: VECTOR DATABASE MARKET DRIVERS
9.2.2 NORTH AMERICA: RECESSION IMPACT
FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT
TABLE 74 NORTH AMERICA: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 75 NORTH AMERICA: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 76 NORTH AMERICA: VECTOR DATABASE MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 77 NORTH AMERICA: VECTOR DATABASE MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 78 NORTH AMERICA: VECTOR DATABASE MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 79 NORTH AMERICA: VECTOR DATABASE MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 80 NORTH AMERICA: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 81 NORTH AMERICA: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 82 NORTH AMERICA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 83 NORTH AMERICA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
TABLE 84 NORTH AMERICA: VECTOR DATABASE MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 85 NORTH AMERICA: VECTOR DATABASE MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 86 NORTH AMERICA: VECTOR DATABASE MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 87 NORTH AMERICA: VECTOR DATABASE MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
9.2.3 US
9.2.3.1 Rising demand for vector database majorly contributing to US revenue
TABLE 88 US: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 89 US: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 90 US: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 91 US: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.2.4 CANADA
9.2.4.1 Increasing investments in cutting-edge technologies to fuel market growth
TABLE 92 CANADA: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 93 CANADA: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 94 CANADA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 95 CANADA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.3 EUROPE
9.3.1 EUROPE: VECTOR DATABASE MARKET DRIVERS
9.3.2 EUROPE: RECESSION IMPACT
TABLE 96 EUROPE: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 97 EUROPE: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 98 EUROPE: VECTOR DATABASE MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 99 EUROPE: VECTOR DATABASE MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 100 EUROPE: VECTOR DATABASE MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 101 EUROPE: VECTOR DATABASE MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 102 EUROPE: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 103 EUROPE: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 104 EUROPE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 105 EUROPE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
TABLE 106 EUROPE: VECTOR DATABASE MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 107 EUROPE: VECTOR DATABASE MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 108 EUROPE: VECTOR DATABASE MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 109 EUROPE: VECTOR DATABASE MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
9.3.3 UK
9.3.3.1 Increasing focus on digitalization to drive market growth
TABLE 110 UK: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 111 UK: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 112 UK: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 113 UK: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.3.4 GERMANY
9.3.4.1 German government ready to become global tech leader by galvanizing AI research, development, and applications
TABLE 114 GERMANY: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 115 GERMANY: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 116 GERMANY: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 117 GERMANY: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.3.5 FRANCE
9.3.5.1 Increasing research and educational excellence to drive demand for chatbots, data retrieval, and image retrieval
TABLE 118 FRANCE: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 119 FRANCE: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 120 FRANCE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 121 FRANCE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.3.6 ITALY
9.3.6.1 Italian researchers to build deep learning model that can perform source separation and music generation
TABLE 122 ITALY: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 123 ITALY: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 124 ITALY: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 125 ITALY: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.3.7 REST OF EUROPE
TABLE 126 REST OF EUROPE: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 127 REST OF EUROPE: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 128 REST OF EUROPE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 129 REST OF EUROPE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.4 ASIA PACIFIC
9.4.1 ASIA PACIFIC: VECTOR DATABASE MARKET DRIVERS
9.4.2 ASIA PACIFIC: RECESSION IMPACT
FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 130 ASIA PACIFIC: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 131 ASIA PACIFIC: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 132 ASIA PACIFIC: VECTOR DATABASE MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 133 ASIA PACIFIC: VECTOR DATABASE MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 134 ASIA PACIFIC: VECTOR DATABASE MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 135 ASIA PACIFIC: VECTOR DATABASE MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 136 ASIA PACIFIC: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 137 ASIA PACIFIC: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 138 ASIA PACIFIC: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 139 ASIA PACIFIC: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
TABLE 140 ASIA PACIFIC: VECTOR DATABASE MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 141 ASIA PACIFIC: VECTOR DATABASE MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 142 ASIA PACIFIC: VECTOR DATABASE MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 143 ASIA PACIFIC: VECTOR DATABASE MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
9.4.3 CHINA
9.4.3.1 Rising number of local players producing vector databases to propel market
TABLE 144 CHINA: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 145 CHINA: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 146 CHINA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 147 CHINA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.4.4 JAPAN
9.4.4.1 Tokyo-1 to accelerate Japan’s pharma industry
TABLE 148 JAPAN: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 149 JAPAN: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 150 JAPAN: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 151 JAPAN: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.4.5 AUSTRALIA & NEW ZEALAND
9.4.5.1 Australia & New Zealand to explore AI and big data analytics’ potential more broadly
TABLE 152 ANZ: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 153 ANZ: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 154 ANZ: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 155 ANZ: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.4.6 REST OF ASIA PACIFIC
TABLE 156 REST OF ASIA PACIFIC: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 157 REST OF ASIA PACIFIC: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 158 REST OF ASIA PACIFIC: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 159 REST OF ASIA PACIFIC: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.5 REST OF THE WORLD
9.5.1 MIDDLE EAST & AFRICA
9.5.2 LATIN AMERICA
TABLE 160 REST OF THE WORLD: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 161 REST OF THE WORLD: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 162 REST OF THE WORLD: VECTOR DATABASE MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 163 REST OF THE WORLD: VECTOR DATABASE MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 164 REST OF THE WORLD: VECTOR DATABASE MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 165 REST OF THE WORLD: VECTOR DATABASE MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 166 REST OF THE WORLD: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 167 REST OF THE WORLD: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 168 REST OF THE WORLD: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 169 REST OF THE WORLD: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
TABLE 170 REST OF THE WORLD: VECTOR DATABASE MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 171 REST OF THE WORLD: VECTOR DATABASE MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
10 COMPETITIVE LANDSCAPE
10.1 OVERVIEW
10.2 STRATEGIES ADOPTED BY KEY PLAYERS
TABLE 172 OVERVIEW OF STRATEGIES BY KEY VECTOR DATABASE VENDORS
10.3 REVENUE ANALYSIS
FIGURE 44 HISTORICAL FIVE-YEAR SEGMENTAL REVENUE ANALYSIS OF KEY VECTOR DATABASE PROVIDERS
10.4 MARKET SHARE ANALYSIS
FIGURE 45 MARKET SHARE ANALYSIS, 2022
TABLE 173 VECTOR DATABASE MARKET: INTENSITY OF COMPETITIVE RIVALRY
10.5 BRANDS COMPARISON/VENDOR PRODUCT LANDSCAPE
TABLE 174 BRANDS COMPARISON/VENDOR PRODUCT LANDSCAPE
10.6 GLOBAL SNAPSHOT OF KEY MARKET PARTICIPANTS
FIGURE 46 VECTOR DATABASE MARKET: GLOBAL SNAPSHOT OF KEY MARKET PARTICIPANTS
10.7 COMPANY EVALUATION MATRIX
FIGURE 47 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
10.7.1 STARS
10.7.2 EMERGING LEADERS
10.7.3 PERVASIVE PLAYERS
10.7.4 PARTICIPANTS
FIGURE 48 COMPANY EVALUATION MATRIX
10.7.5 COMPANY FOOTPRINT
TABLE 175 COMPANY REGIONAL FOOTPRINT
TABLE 176 COMPANY OFFERING FOOTPRINT
TABLE 177 COMPANY FOOTPRINT
10.8 START-UP/SME EVALUATION MATRIX
FIGURE 49 SME/START-UP EVALUATION MATRIX: CRITERIA WEIGHTAGE
10.8.1 PROGRESSIVE COMPANIES
10.8.2 RESPONSIVE COMPANIES
10.8.3 DYNAMIC COMPANIES
10.8.4 STARTING BLOCKS
FIGURE 50 START-UP/SME EVALUATION MATRIX
10.8.5 COMPETITIVE BENCHMARKING
TABLE 178 DETAILED LIST OF KEY START-UPS/SMES
TABLE 179 COMPANY FOOTPRINT FOR START-UPS/SMES, BY REGION
10.9 VALUATION AND FINANCIAL METRICS OF VECTOR DATABASE VENDORS
FIGURE 51 VALUATION AND FINANCIAL METRICS OF VECTOR DATABASE VENDORS
10.10 KEY MARKET DEVELOPMENTS
10.10.1 PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
TABLE 180 VECTOR DATABASE MARKET: PRODUCT LAUNCHES
10.10.2 DEALS
TABLE 181 VECTOR DATABASE MARKET: DEALS
11 COMPANY PROFILES
11.1 INTRODUCTION
11.2 KEY PLAYERS
(Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)*
11.2.1 MICROSOFT
TABLE 182 MICROSOFT: COMPANY OVERVIEW
FIGURE 52 MICROSOFT: COMPANY SNAPSHOT
TABLE 183 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 184 MICROSOFT: PRODUCT LAUNCHES
TABLE 185 MICROSOFT: DEALS
11.2.2 ALIBABA CLOUD
TABLE 186 ALIBABA CLOUD: COMPANY OVERVIEW
FIGURE 53 ALIBABA CLOUD: COMPANY SNAPSHOT
TABLE 187 ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 188 ALIBABA CLOUD: PRODUCT LAUNCHES
TABLE 189 ALIBABA CLOUD: DEALS
TABLE 190 ALIBABA CLOUD: OTHERS
11.2.3 ELASTIC
TABLE 191 ELASTIC: COMPANY OVERVIEW
FIGURE 54 ELASTIC: COMPANY SNAPSHOT
TABLE 192 ELASTIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 193 ELASTIC: PRODUCT LAUNCHES
TABLE 194 ELASTIC: DEALS
11.2.4 MONGODB
TABLE 195 MONGODB: COMPANY OVERVIEW
FIGURE 55 MONGODB: COMPANY SNAPSHOT
TABLE 196 MONGODB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 197 MONGODB: PRODUCT LAUNCHES
TABLE 198 MONGODB: DEALS
11.2.5 REDIS
TABLE 199 REDIS: COMPANY OVERVIEW
TABLE 200 REDIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 201 REDIS: PRODUCT LAUNCHES
TABLE 202 REDIS: DEALS
11.2.6 SINGLESTORE
TABLE 203 SINGLESTORE: COMPANY OVERVIEW
TABLE 204 SINGLESTORE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 205 SINGLESTORE: PRODUCT LAUNCHES
11.2.7 DATASTAX
TABLE 206 DATASTAX: COMPANY OVERVIEW
TABLE 207 DATASTAX: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 208 DATASTAX: PRODUCT LAUNCHES
11.2.8 ZILLIZ
TABLE 209 ZILLIZ: COMPANY OVERVIEW
TABLE 210 ZILLIZ: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 211 ZILLIZ: PRODUCT LAUNCHES
11.2.9 PINECONE
TABLE 212 PINECONE: COMPANY OVERVIEW
TABLE 213 PINECONE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 214 PINECONE: PRODUCT LAUNCHES
11.2.10 GOOGLE
TABLE 215 GOOGLE: COMPANY OVERVIEW
FIGURE 56 GOOGLE: COMPANY SNAPSHOT
TABLE 216 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 217 GOOGLE: PRODUCT LAUNCHES
TABLE 218 GOOGLE: DEALS
11.2.11 AWS
TABLE 219 AWS: COMPANY OVERVIEW
FIGURE 57 AWS: COMPANY SNAPSHOT
TABLE 220 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 221 AWS: PRODUCT LAUNCHES
TABLE 222 AWS: DEALS
11.3 OTHER PLAYERS
11.3.1 KX
11.3.2 MILVUS
11.3.3 GSI TECHNOLOGY
11.3.4 CLARIFAI
11.3.5 KINETICA
11.3.6 ROCKSET
11.3.7 QDRANT
11.3.8 ACTIVELOOP
11.3.9 WEAVIATE
11.3.10 OPENSEARCH
11.3.11 VESPA
11.3.12 MARQO AI
11.3.13 CLICKHOUSE
*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.
12 ADJACENT AND RELATED MARKETS
12.1 INTRODUCTION
12.1.1 RELATED MARKETS
12.2 GENERATIVE AI MARKET
TABLE 223 GENERATIVE AI MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 224 GENERATIVE AI MARKET, BY OFFERING, 2023–2030 (USD MILLION)
TABLE 225 GENERATIVE AI MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 226 GENERATIVE AI MARKET, BY REGION, 2023–2030 (USD MILLION)
13 APPENDIX
13.1 DISCUSSION GUIDE
13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
13.3 CUSTOMIZATION OPTIONS
13.4 RELATED REPORTS
13.5 AUTHOR DETAILS
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 MARKET SCOPE
1.3.1 MARKET SEGMENTATION
1.3.2 REGIONS COVERED
1.4 YEARS CONSIDERED
1.5 CURRENCY CONSIDERED
TABLE 1 USD EXCHANGE RATES, 2018–2022
1.6 STAKEHOLDERS
1.7 RECESSION IMPACT
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 1 VECTOR DATABASE MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.2 PRIMARY DATA
2.1.2.1 Breakup of primary profiles
2.1.2.2 Key insights from industry experts
2.2 DATA TRIANGULATION
FIGURE 2 VECTOR DATABASE MARKET: DATA TRIANGULATION
2.3 MARKET SIZE ESTIMATION
FIGURE 3 VECTOR DATABASE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
2.3.1 TOP-DOWN APPROACH
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
2.3.2 BOTTOM-UP APPROACH
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
FIGURE 6 VECTOR DATABASE MARKET: RESEARCH FLOW
2.3.3 MARKET ESTIMATION APPROACHES
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE): ILLUSTRATION OF VENDOR REVENUE ESTIMATION
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: SUPPLY-SIDE ANALYSIS
FIGURE 9 BOTTOM-UP APPROACH FROM SUPPLY SIDE: COLLECTIVE REVENUE OF VENDORS
FIGURE 10 DEMAND-SIDE APPROACH: REVENUE GENERATED FROM DIFFERENT VERTICALS
FIGURE 11 DEMAND-SIDE APPROACH: VECTOR DATABASE MARKET
2.4 MARKET FORECAST
TABLE 2 FACTOR ANALYSIS
2.5 IMPACT OF RECESSION ON GLOBAL VECTOR DATABASE MARKET
2.6 RESEARCH ASSUMPTIONS
2.7 LIMITATIONS AND RISK ASSESSMENT
3 EXECUTIVE SUMMARY
TABLE 3 VECTOR DATABASE MARKET SIZE AND GROWTH, 2019–2022 (USD MILLION, Y-O-Y %)
TABLE 4 VECTOR DATABASE MARKET SIZE AND GROWTH, 2023–2028 (USD MILLION, Y-O-Y %)
FIGURE 12 GLOBAL VECTOR DATABASE MARKET TO WITNESS SIGNIFICANT GROWTH
FIGURE 13 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE IN 2023
FIGURE 14 FASTEST-GROWING SEGMENTS OF VECTOR DATABASE MARKET
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES FOR COMPANIES IN VECTOR DATABASE MARKET
FIGURE 15 MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE TO DRIVE GROWTH OF VECTOR DATABASE MARKET
4.2 VECTOR DATABASE MARKET, BY OFFERING, 2023 VS. 2028
FIGURE 16 SOLUTIONS SEGMENT TO HOLD LARGER MARKET SHARE IN 2023
4.2.1 VECTOR DATABASE MARKET, BY SOLUTION, 2023 VS. 2028
FIGURE 17 VECTOR SEARCH SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023
4.2.2 VECTOR DATABASE MARKET, BY SERVICE, 2023 VS. 2028
FIGURE 18 PROFESSIONAL SERVICES SEGMENT TO HOLD LARGER MARKET SHARE IN 2023
4.3 VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023 VS. 2028
FIGURE 19 DEPLOYMENT & INTEGRATION SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023
4.4 VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023 VS. 2028
FIGURE 20 NLP SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023
4.5 VECTOR DATABASE MARKET, BY VERTICAL, 2023 VS. 2028
FIGURE 21 MEDIA & ENTERTAINMENT VERTICAL TO HOLD LARGEST MARKET SHARE IN 2023
4.6 VECTOR DATABASE MARKET: REGIONAL SCENARIO, 2023–2028
FIGURE 22 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS
5 MARKET OVERVIEW AND INDUSTRY TRENDS
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 23 MARKET DYNAMICS: VECTOR DATABASE MARKET
5.2.1 DRIVERS
5.2.1.1 Advancements in AI and ML
5.2.1.2 Increasing usage of large language models
5.2.1.3 Growing demand for solutions to process low-latency queries
5.2.1.4 Increasing demand for automating repetitive database management processes
5.2.1.5 Huge investments in vector database
FIGURE 24 VECTOR DATABASE INVESTMENTS BY COMPANIES IN 2022–2023 (USD MILLION)
5.2.2 RESTRAINTS
5.2.2.1 Privacy and security of data stored on databases
5.2.3 OPPORTUNITIES
5.2.3.1 Rising demand for real-time analytics
5.2.3.2 Rising demand for semantic search
5.2.3.3 Data complexity and diversity
5.2.4 CHALLENGES
5.2.4.1 Lack of technical expertise
5.2.4.2 Need for strict adherence to regulatory and compliance policies
5.3 CASE STUDY ANALYSIS
5.3.1 CASE STUDY 1: MONGODB ATLAS HELPED TO MANAGE DATABASE PROPERLY
5.3.2 CASE STUDY 2: CHIPPER CASH DECREASED FRAUDULENT ACTIVITIES BY USING PINECONE
5.3.3 CASE STUDY 3: SMARTNEWS HANDLED LARGE VECTOR DATA BY USING MILVUS
5.3.4 CASE STUDY 4: ACI SAVED MILLIONS OF DOLLARS OF CUSTOMERS BY USING DATASTAX
5.3.5 CASE STUDY 5: BEIERSDORF HELPED SUMMARIZE DOCUMENTS BY USING AZURE COGNITIVE SEARCH
5.4 PORTER’S FIVE FORCES ANALYSIS
FIGURE 25 VECTOR DATABASE MARKET: PORTER’S FIVE FORCES ANALYSIS
TABLE 5 IMPACT OF PORTER’S FIVE FORCES ON VECTOR DATABASE MARKET
5.4.1 THREAT OF NEW ENTRANTS
5.4.2 THREAT OF SUBSTITUTES
5.4.3 BARGAINING POWER OF SUPPLIERS
5.4.4 BARGAINING POWER OF BUYERS
5.4.5 INTENSITY OF COMPETITIVE RIVALRY
5.5 PRICING ANALYSIS
5.5.1 AVERAGE SELLING PRICE (ASP) TREND OF KEY PLAYERS, BY SOLUTION
FIGURE 26 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOLUTION (USD MILLION/MONTH)
5.5.2 INDICATIVE PRICING ANALYSIS OF VECTOR DATABASE SOLUTIONS
TABLE 6 INDICATIVE PRICING ANALYSIS OF VECTOR DATABASE SOLUTIONS
5.6 PATENT ANALYSIS
FIGURE 27 NUMBER OF PATENTS PUBLISHED, 2012–2022
FIGURE 28 TOP FIVE PATENT OWNERS (GLOBAL)
TABLE 7 TOP TEN PATENT OWNERS (US)
TABLE 8 PATENTS IN VECTOR DATABASE MARKET, 2023
5.7 TECHNOLOGY ANALYSIS
5.7.1 KEY TECHNOLOGIES
5.7.1.1 NLP
5.7.1.2 Computer Vision
5.7.2 COMPLEMENTARY TECHNOLOGIES
5.7.2.1 Cloud
5.7.2.2 IoT
5.7.2.3 Big Data
5.7.3 ADJACENT TECHNOLOGIES
5.7.3.1 Deep Learning Models
5.7.3.2 Machine Learning Frameworks
5.7.3.3 Generative AI
5.8 REGULATORY LANDSCAPE
5.8.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 9 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 10 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 11 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 12 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 13 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.8.2 THE EUROPEAN UNION (EU) - ARTIFICIAL INTELLIGENCE ACT (AIA)
5.8.3 INTERIM ADMINISTRATIVE MEASURES FOR GENERATIVE ARTIFICIAL INTELLIGENCE SERVICES
5.8.4 GENERAL DATA PROTECTION REGULATION
5.8.5 NATIONAL ARTIFICIAL INTELLIGENCE INITIATIVE ACT (NAIIA)
5.8.6 INFORMATION SECURITY TECHNOLOGY - PERSONAL INFORMATION SECURITY SPECIFICATION GB/T 35273-2017
5.8.7 THE ARTIFICIAL INTELLIGENCE AND DATA ACT (AIDA)
5.8.8 GENERAL DATA PROTECTION LAW
5.8.9 LAW NO 13 OF 2016 ON PROTECTING PERSONAL DATA
5.8.10 NIST SPECIAL PUBLICATION 800-144 - GUIDELINES ON SECURITY AND PRIVACY IN PUBLIC CLOUD COMPUTING
5.9 KEY CONFERENCES AND EVENTS, 2023–2024
TABLE 14 VECTOR DATABASE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS, 2023–2024
5.10 KEY STAKEHOLDERS AND BUYING CRITERIA
5.10.1 KEY STAKEHOLDERS IN BUYING PROCESS
FIGURE 29 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR MAJOR VERTICALS
TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR MAJOR VERTICALS (%)
5.10.2 BUYING CRITERIA
FIGURE 30 KEY BUYING CRITERIA FOR MAJOR VERTICALS
TABLE 16 KEY BUYING CRITERIA FOR MAJOR VERTICALS
5.11 VALUE CHAIN ANALYSIS
FIGURE 31 VECTOR DATABASE MARKET: VALUE CHAIN
5.12 ECOSYSTEM ANALYSIS
FIGURE 32 VECTOR DATABASE MARKET: ECOSYSTEM
TABLE 17 VECTOR DATABASE MARKET: COMPANIES AND THEIR ROLE IN ECOSYSTEM
5.13 TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS’ BUSINESSES
FIGURE 33 VECTOR DATABASE MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS’ BUSINESSES
5.14 VECTOR DATABASE MARKET: BUSINESS MODEL ANALYSIS
FIGURE 34 VECTOR DATABASE MARKET: BUSINESS MODELS
5.14.1 SUBSCRIPTION MODEL
5.14.2 MANAGED SERVICE MODEL
6 VECTOR DATABASE MARKET, BY OFFERING
6.1 INTRODUCTION
6.1.1 OFFERING: VECTOR DATABASE MARKET DRIVERS
FIGURE 35 SOLUTIONS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
TABLE 18 VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 19 VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
6.2 SOLUTIONS
FIGURE 36 VECTOR SEARCH SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
TABLE 20 SOLUTIONS: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 21 SOLUTIONS: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 22 VECTOR DATABASE MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 23 VECTOR DATABASE MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
6.2.1 VECTOR GENERATION
6.2.1.1 Rise of AI and ML to lead to development of new and sophisticated vector-generation algorithms
TABLE 24 VECTOR GENERATION: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 25 VECTOR GENERATION: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.1.1.1 Word Embeddings
6.2.1.1.2 Image Embeddings
6.2.1.1.3 Others
6.2.2 VECTOR SEARCH
6.2.2.1 Statistical models to provide powerful ways to capture complex patterns in data and generate precise outputs
TABLE 26 VECTOR SEARCH: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 27 VECTOR SEARCH: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.2.1.1 Exact Vector Search
6.2.2.1.2 Semantic Search
6.2.2.1.3 Approximate Nearest Neighbor Search
6.2.2.1.4 Others
6.2.3 STORAGE AND RETRIEVAL VECTORS
6.2.3.1 Deep learning models to excel at generative tasks requiring fine-grained details
TABLE 28 STORAGE AND RETRIEVAL VECTORS: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 29 STORAGE AND RETRIEVAL VECTORS: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.2.3.1.1 Text Vectors
6.2.3.1.2 Image Vectors
6.2.3.1.3 Geospatial Vectors
6.3 SERVICES
FIGURE 37 MANAGED SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 30 SERVICES: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 31 SERVICES: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 32 VECTOR DATABASE MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 33 VECTOR DATABASE MARKET, BY SERVICE, 2023–2028 (USD MILLION)
6.3.1 PROFESSIONAL SERVICES
6.3.1.1 Professional services to offer specialized expertise in vector databases to meet specific needs
FIGURE 38 DEPLOYMENT & INTEGRATION TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
TABLE 34 PROFESSIONAL SERVICES: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 35 PROFESSIONAL SERVICES: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 36 VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 37 VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
6.3.1.1.1 Consulting
TABLE 38 CONSULTING: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 39 CONSULTING: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3.1.1.2 Deployment & Integration
TABLE 40 DEPLOYMENT & INTEGRATION: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 41 DEPLOYMENT & INTEGRATION: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3.1.1.3 Training, Support, and Maintenance
TABLE 42 TRAINING, SUPPORT, AND MAINTENANCE: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 43 TRAINING, SUPPORT, AND MAINTENANCE: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3.2 MANAGED SERVICES
6.3.2.1 Managed services to provide end-to-end management for vector databases and help businesses focus on core competencies
TABLE 44 MANAGED SERVICES: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 45 MANAGED SERVICES: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
7 VECTOR DATABASE MARKET, BY TECHNOLOGY
7.1 INTRODUCTION
7.1.1 TECHNOLOGY: VECTOR DATABASE MARKET DRIVERS
FIGURE 39 COMPUTER VISION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 46 VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 47 VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
7.2 NATURAL LANGUAGE PROCESSING
7.2.1 VECTOR DATABASE TO BE USED FOR DOCUMENT RETRIEVAL, SEMANTIC SEARCH, SENTIMENT ANALYSIS, AND CHATBOTS IN NLP
TABLE 48 NLP: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 49 NLP: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
7.2.1.1 Semantic Search
7.2.1.2 Document/Text Retrieval
7.2.1.3 Sentiment Analysis
7.2.1.4 Chatbots & Virtual Assistants
7.2.1.5 Others
7.3 COMPUTER VISION
7.3.1 COMPUTER VISION AND VECTOR DATABASES TO OFFER POWERFUL SOLUTIONS FOR APPLICATIONS THAT INVOLVE PROCESSING AND UNDERSTANDING VISUAL CONTENT EFFICIENTLY
TABLE 50 COMPUTER VISION: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 51 COMPUTER VISION: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
7.3.1.1 Image Retrieval
7.3.1.2 Object Detection
7.3.1.3 Face/Image Recognition
7.3.1.4 Others
7.4 RECOMMENDATION SYSTEMS
7.4.1 ENHANCED ACCURACY AND EFFICIENCY OF CONTENT RECOMMENDATIONS TO DRIVE MARKET GROWTH
TABLE 52 RECOMMENDATION SYSTEMS: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 53 RECOMMENDATION SYSTEMS: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
7.4.1.1 Collaborative Filtering
7.4.1.2 Content-based Filtering
7.4.1.3 Session-based Recommendations
7.4.1.4 Others
8 VECTOR DATABASE MARKET, BY VERTICAL
8.1 INTRODUCTION
8.1.1 VERTICAL: VECTOR DATABASE MARKET DRIVERS
FIGURE 40 MEDIA & ENTERTAINMENT TO RECORD LARGEST MARKET SIZE DURING FORECAST PERIOD
TABLE 54 VECTOR DATABASE MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 55 VECTOR DATABASE MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
8.2 BFSI
8.2.1 VECTOR DATABASE TO OPTIMIZE OPERATIONS, IMPROVE CUSTOMER EXPERIENCE, AND MANAGE RISKS
8.2.2 BFSI: VECTOR DATABASE USE CASES
TABLE 56 BFSI: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 57 BFSI: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.2.2.1 Risk Assessment
8.2.2.2 Customer Segmentation
8.2.2.3 Fraud Detection/Risk Management
8.2.2.4 Others
8.3 RETAIL & E-COMMERCE
8.3.1 VECTOR DATABASE TO HELP RETAIL SECTOR OPTIMIZE INVENTORY PLANNING WHILE REDUCING SHELF SHRINKAGE
8.3.2 RETAIL & E-COMMERCE: VECTOR DATABASE USE CASES
TABLE 58 RETAIL & E-COMMERCE: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 59 RETAIL & E-COMMERCE: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.3.2.1 Product Recommendations
8.3.2.2 Inventory Management
8.3.2.3 Others
8.4 HEALTHCARE & LIFE SCIENCES
8.4.1 VECTOR DATABASES TO HELP IN DIAGNOSING DISEASES AND CREATING NEW DRUGS
8.4.2 HEALTHCARE & LIFE SCIENCES: VECTOR DATABASE USE CASES
TABLE 60 HEALTHCARE & LIFE SCIENCES: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 61 HEALTHCARE & LIFE SCIENCES: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.4.2.1 Medical Imaging
8.4.2.2 EHR
8.4.2.3 Others
8.5 IT & ITES
8.5.1 VECTOR DATABASE TO HELP IMPROVE CYBERSECURITY, MINIMIZE COSTS, AND ENHANCE USER EXPERIENCE
8.5.2 IT & ITES: VECTOR DATABASE USE CASES
TABLE 62 IT & ITES: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 63 IT & ITES: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.5.2.1 IT Operations and Monitoring
8.5.2.2 Search and Content Recommendation
8.5.2.3 Customer Support and Chatbots
8.5.2.4 Others
8.6 MEDIA & ENTERTAINMENT
8.6.1 VECTOR DATABASE TO PRODUCE CAPTIVATING AND EXCLUSIVE CONTENT EFFICIENTLY THAN TRADITIONAL METHODS
8.6.2 MEDIA & ENTERTAINMENT: VECTOR DATABASE USE CASES
TABLE 64 MEDIA & ENTERTAINMENT: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 65 MEDIA & ENTERTAINMENT: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.6.2.1 Content Recommendation
8.6.2.2 Content Metadata Management
8.6.2.3 Content Similarity Search
8.6.2.4 Others
8.7 MANUFACTURING
8.7.1 VECTOR DATABASE TO IMPROVE PROTOTYPE DESIGN AND CAPACITY PLANNING IN SMART FACTORIES
8.7.2 MANUFACTURING: VECTOR DATABASE USE CASES
TABLE 66 MANUFACTURING: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 67 MANUFACTURING: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.7.2.1 Quality Control and Inspection
8.7.2.2 Predictive Maintenance
8.7.2.3 Others
8.8 GOVERNMENT & DEFENSE
8.8.1 VECTOR DATABASE TOOLS TO DETECT THREAT AND ENHANCE SURVEILLANCE
8.8.2 GOVERNMENT & DEFENSE: VECTOR DATABASE USE CASES
TABLE 68 GOVERNMENT & DEFENSE: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 69 GOVERNMENT & DEFENSE: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
8.8.2.1 Geospatial Intelligence
8.8.2.2 Image Analysis and Recognition
8.8.2.3 Others
8.9 OTHER VERTICALS
TABLE 70 OTHER VERTICALS: VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 71 OTHER VERTICALS: VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
9 VECTOR DATABASE MARKET, BY REGION
9.1 INTRODUCTION
FIGURE 41 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 72 VECTOR DATABASE MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 73 VECTOR DATABASE MARKET, BY REGION, 2023–2028 (USD MILLION)
9.2 NORTH AMERICA
9.2.1 NORTH AMERICA: VECTOR DATABASE MARKET DRIVERS
9.2.2 NORTH AMERICA: RECESSION IMPACT
FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT
TABLE 74 NORTH AMERICA: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 75 NORTH AMERICA: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 76 NORTH AMERICA: VECTOR DATABASE MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 77 NORTH AMERICA: VECTOR DATABASE MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 78 NORTH AMERICA: VECTOR DATABASE MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 79 NORTH AMERICA: VECTOR DATABASE MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 80 NORTH AMERICA: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 81 NORTH AMERICA: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 82 NORTH AMERICA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 83 NORTH AMERICA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
TABLE 84 NORTH AMERICA: VECTOR DATABASE MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 85 NORTH AMERICA: VECTOR DATABASE MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 86 NORTH AMERICA: VECTOR DATABASE MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 87 NORTH AMERICA: VECTOR DATABASE MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
9.2.3 US
9.2.3.1 Rising demand for vector database majorly contributing to US revenue
TABLE 88 US: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 89 US: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 90 US: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 91 US: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.2.4 CANADA
9.2.4.1 Increasing investments in cutting-edge technologies to fuel market growth
TABLE 92 CANADA: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 93 CANADA: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 94 CANADA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 95 CANADA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.3 EUROPE
9.3.1 EUROPE: VECTOR DATABASE MARKET DRIVERS
9.3.2 EUROPE: RECESSION IMPACT
TABLE 96 EUROPE: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 97 EUROPE: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 98 EUROPE: VECTOR DATABASE MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 99 EUROPE: VECTOR DATABASE MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 100 EUROPE: VECTOR DATABASE MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 101 EUROPE: VECTOR DATABASE MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 102 EUROPE: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 103 EUROPE: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 104 EUROPE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 105 EUROPE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
TABLE 106 EUROPE: VECTOR DATABASE MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 107 EUROPE: VECTOR DATABASE MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 108 EUROPE: VECTOR DATABASE MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 109 EUROPE: VECTOR DATABASE MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
9.3.3 UK
9.3.3.1 Increasing focus on digitalization to drive market growth
TABLE 110 UK: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 111 UK: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 112 UK: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 113 UK: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.3.4 GERMANY
9.3.4.1 German government ready to become global tech leader by galvanizing AI research, development, and applications
TABLE 114 GERMANY: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 115 GERMANY: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 116 GERMANY: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 117 GERMANY: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.3.5 FRANCE
9.3.5.1 Increasing research and educational excellence to drive demand for chatbots, data retrieval, and image retrieval
TABLE 118 FRANCE: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 119 FRANCE: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 120 FRANCE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 121 FRANCE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.3.6 ITALY
9.3.6.1 Italian researchers to build deep learning model that can perform source separation and music generation
TABLE 122 ITALY: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 123 ITALY: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 124 ITALY: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 125 ITALY: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.3.7 REST OF EUROPE
TABLE 126 REST OF EUROPE: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 127 REST OF EUROPE: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 128 REST OF EUROPE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 129 REST OF EUROPE: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.4 ASIA PACIFIC
9.4.1 ASIA PACIFIC: VECTOR DATABASE MARKET DRIVERS
9.4.2 ASIA PACIFIC: RECESSION IMPACT
FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 130 ASIA PACIFIC: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 131 ASIA PACIFIC: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 132 ASIA PACIFIC: VECTOR DATABASE MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 133 ASIA PACIFIC: VECTOR DATABASE MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 134 ASIA PACIFIC: VECTOR DATABASE MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 135 ASIA PACIFIC: VECTOR DATABASE MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 136 ASIA PACIFIC: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 137 ASIA PACIFIC: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 138 ASIA PACIFIC: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 139 ASIA PACIFIC: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
TABLE 140 ASIA PACIFIC: VECTOR DATABASE MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 141 ASIA PACIFIC: VECTOR DATABASE MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
TABLE 142 ASIA PACIFIC: VECTOR DATABASE MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 143 ASIA PACIFIC: VECTOR DATABASE MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
9.4.3 CHINA
9.4.3.1 Rising number of local players producing vector databases to propel market
TABLE 144 CHINA: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 145 CHINA: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 146 CHINA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 147 CHINA: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.4.4 JAPAN
9.4.4.1 Tokyo-1 to accelerate Japan’s pharma industry
TABLE 148 JAPAN: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 149 JAPAN: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 150 JAPAN: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 151 JAPAN: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.4.5 AUSTRALIA & NEW ZEALAND
9.4.5.1 Australia & New Zealand to explore AI and big data analytics’ potential more broadly
TABLE 152 ANZ: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 153 ANZ: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 154 ANZ: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 155 ANZ: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.4.6 REST OF ASIA PACIFIC
TABLE 156 REST OF ASIA PACIFIC: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 157 REST OF ASIA PACIFIC: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 158 REST OF ASIA PACIFIC: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 159 REST OF ASIA PACIFIC: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
9.5 REST OF THE WORLD
9.5.1 MIDDLE EAST & AFRICA
9.5.2 LATIN AMERICA
TABLE 160 REST OF THE WORLD: VECTOR DATABASE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 161 REST OF THE WORLD: VECTOR DATABASE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
TABLE 162 REST OF THE WORLD: VECTOR DATABASE MARKET, BY SOLUTION, 2019–2022 (USD MILLION)
TABLE 163 REST OF THE WORLD: VECTOR DATABASE MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
TABLE 164 REST OF THE WORLD: VECTOR DATABASE MARKET, BY SERVICE, 2019–2022 (USD MILLION)
TABLE 165 REST OF THE WORLD: VECTOR DATABASE MARKET, BY SERVICE, 2023–2028 (USD MILLION)
TABLE 166 REST OF THE WORLD: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2019–2022 (USD MILLION)
TABLE 167 REST OF THE WORLD: VECTOR DATABASE MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION)
TABLE 168 REST OF THE WORLD: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
TABLE 169 REST OF THE WORLD: VECTOR DATABASE MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
TABLE 170 REST OF THE WORLD: VECTOR DATABASE MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
TABLE 171 REST OF THE WORLD: VECTOR DATABASE MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
10 COMPETITIVE LANDSCAPE
10.1 OVERVIEW
10.2 STRATEGIES ADOPTED BY KEY PLAYERS
TABLE 172 OVERVIEW OF STRATEGIES BY KEY VECTOR DATABASE VENDORS
10.3 REVENUE ANALYSIS
FIGURE 44 HISTORICAL FIVE-YEAR SEGMENTAL REVENUE ANALYSIS OF KEY VECTOR DATABASE PROVIDERS
10.4 MARKET SHARE ANALYSIS
FIGURE 45 MARKET SHARE ANALYSIS, 2022
TABLE 173 VECTOR DATABASE MARKET: INTENSITY OF COMPETITIVE RIVALRY
10.5 BRANDS COMPARISON/VENDOR PRODUCT LANDSCAPE
TABLE 174 BRANDS COMPARISON/VENDOR PRODUCT LANDSCAPE
10.6 GLOBAL SNAPSHOT OF KEY MARKET PARTICIPANTS
FIGURE 46 VECTOR DATABASE MARKET: GLOBAL SNAPSHOT OF KEY MARKET PARTICIPANTS
10.7 COMPANY EVALUATION MATRIX
FIGURE 47 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE
10.7.1 STARS
10.7.2 EMERGING LEADERS
10.7.3 PERVASIVE PLAYERS
10.7.4 PARTICIPANTS
FIGURE 48 COMPANY EVALUATION MATRIX
10.7.5 COMPANY FOOTPRINT
TABLE 175 COMPANY REGIONAL FOOTPRINT
TABLE 176 COMPANY OFFERING FOOTPRINT
TABLE 177 COMPANY FOOTPRINT
10.8 START-UP/SME EVALUATION MATRIX
FIGURE 49 SME/START-UP EVALUATION MATRIX: CRITERIA WEIGHTAGE
10.8.1 PROGRESSIVE COMPANIES
10.8.2 RESPONSIVE COMPANIES
10.8.3 DYNAMIC COMPANIES
10.8.4 STARTING BLOCKS
FIGURE 50 START-UP/SME EVALUATION MATRIX
10.8.5 COMPETITIVE BENCHMARKING
TABLE 178 DETAILED LIST OF KEY START-UPS/SMES
TABLE 179 COMPANY FOOTPRINT FOR START-UPS/SMES, BY REGION
10.9 VALUATION AND FINANCIAL METRICS OF VECTOR DATABASE VENDORS
FIGURE 51 VALUATION AND FINANCIAL METRICS OF VECTOR DATABASE VENDORS
10.10 KEY MARKET DEVELOPMENTS
10.10.1 PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
TABLE 180 VECTOR DATABASE MARKET: PRODUCT LAUNCHES
10.10.2 DEALS
TABLE 181 VECTOR DATABASE MARKET: DEALS
11 COMPANY PROFILES
11.1 INTRODUCTION
11.2 KEY PLAYERS
(Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)*
11.2.1 MICROSOFT
TABLE 182 MICROSOFT: COMPANY OVERVIEW
FIGURE 52 MICROSOFT: COMPANY SNAPSHOT
TABLE 183 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 184 MICROSOFT: PRODUCT LAUNCHES
TABLE 185 MICROSOFT: DEALS
11.2.2 ALIBABA CLOUD
TABLE 186 ALIBABA CLOUD: COMPANY OVERVIEW
FIGURE 53 ALIBABA CLOUD: COMPANY SNAPSHOT
TABLE 187 ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 188 ALIBABA CLOUD: PRODUCT LAUNCHES
TABLE 189 ALIBABA CLOUD: DEALS
TABLE 190 ALIBABA CLOUD: OTHERS
11.2.3 ELASTIC
TABLE 191 ELASTIC: COMPANY OVERVIEW
FIGURE 54 ELASTIC: COMPANY SNAPSHOT
TABLE 192 ELASTIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 193 ELASTIC: PRODUCT LAUNCHES
TABLE 194 ELASTIC: DEALS
11.2.4 MONGODB
TABLE 195 MONGODB: COMPANY OVERVIEW
FIGURE 55 MONGODB: COMPANY SNAPSHOT
TABLE 196 MONGODB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 197 MONGODB: PRODUCT LAUNCHES
TABLE 198 MONGODB: DEALS
11.2.5 REDIS
TABLE 199 REDIS: COMPANY OVERVIEW
TABLE 200 REDIS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 201 REDIS: PRODUCT LAUNCHES
TABLE 202 REDIS: DEALS
11.2.6 SINGLESTORE
TABLE 203 SINGLESTORE: COMPANY OVERVIEW
TABLE 204 SINGLESTORE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 205 SINGLESTORE: PRODUCT LAUNCHES
11.2.7 DATASTAX
TABLE 206 DATASTAX: COMPANY OVERVIEW
TABLE 207 DATASTAX: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 208 DATASTAX: PRODUCT LAUNCHES
11.2.8 ZILLIZ
TABLE 209 ZILLIZ: COMPANY OVERVIEW
TABLE 210 ZILLIZ: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 211 ZILLIZ: PRODUCT LAUNCHES
11.2.9 PINECONE
TABLE 212 PINECONE: COMPANY OVERVIEW
TABLE 213 PINECONE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 214 PINECONE: PRODUCT LAUNCHES
11.2.10 GOOGLE
TABLE 215 GOOGLE: COMPANY OVERVIEW
FIGURE 56 GOOGLE: COMPANY SNAPSHOT
TABLE 216 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 217 GOOGLE: PRODUCT LAUNCHES
TABLE 218 GOOGLE: DEALS
11.2.11 AWS
TABLE 219 AWS: COMPANY OVERVIEW
FIGURE 57 AWS: COMPANY SNAPSHOT
TABLE 220 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 221 AWS: PRODUCT LAUNCHES
TABLE 222 AWS: DEALS
11.3 OTHER PLAYERS
11.3.1 KX
11.3.2 MILVUS
11.3.3 GSI TECHNOLOGY
11.3.4 CLARIFAI
11.3.5 KINETICA
11.3.6 ROCKSET
11.3.7 QDRANT
11.3.8 ACTIVELOOP
11.3.9 WEAVIATE
11.3.10 OPENSEARCH
11.3.11 VESPA
11.3.12 MARQO AI
11.3.13 CLICKHOUSE
*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.
12 ADJACENT AND RELATED MARKETS
12.1 INTRODUCTION
12.1.1 RELATED MARKETS
12.2 GENERATIVE AI MARKET
TABLE 223 GENERATIVE AI MARKET, BY OFFERING, 2019–2022 (USD MILLION)
TABLE 224 GENERATIVE AI MARKET, BY OFFERING, 2023–2030 (USD MILLION)
TABLE 225 GENERATIVE AI MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 226 GENERATIVE AI MARKET, BY REGION, 2023–2030 (USD MILLION)
13 APPENDIX
13.1 DISCUSSION GUIDE
13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
13.3 CUSTOMIZATION OPTIONS
13.4 RELATED REPORTS
13.5 AUTHOR DETAILS
