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Knowledge Graph Market worth $6,938.4 million by 2030 – Exclusive Report by MarketsandMarkets™

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DELRAY BEACH, Fla., Jan. 10, 2025 /PRNewswire/ — The Knowledge Graph Market is expected to reach USD 6,938.4 million by 2030 from USD 1,068.4 million in 2024, at a Compound Annual Growth Rate (CAGR) of 36.6% from 2024–2030, according to new research report by MarketsandMarkets™.

The knowledge graphs ensure enterprise knowledge management through the rebuilding of complex data with interconnected nodes and relationships by providing a simpler way to navigate and retrieve information. It helps businesses build a fully comprehensive knowledge graph uniting disparate data sources, enables complex semantic search, context-aware recommendations, and data discovery. Knowledge graphs support better decision-making, foster innovation, and improve cooperation across teams by mapping relationships between organizational knowledge. They are particularly useful for large organizations, which depend on accessing and utilizing vast amounts of structured and unstructured data to be productive and competitive.

Browse in-depth TOC on “Knowledge Graph Market “

344 – Tables
51 – Figures
359 – Pages

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Scope of the Report

Report Metrics

Details

Market size available for years

2019–2030

Base year considered

2024

Forecast period

2024–2030

Forecast units

Value (USD Million)

Segments Covered

(solutions (enterprise knowledge graph platform, graph database engine, knowledge management toolset) services ( professional services, managed services) by model type (Resource Description Framework (RDF) Triple Stores, Labeled Property Graph (LPG)) by applications (data governance and master data management, data analytics and business intelligence, knowledge and content management , virtual assistants, self-service data and digital asset discovery, product and configuration management, infrastructure and asset management,  process optimization and resource management, risk management, compliance, regulatory reporting, market and customer intelligence, sales optimization, other applications) by vertical (Banking, Financial Services, and Insurance (BFSI), retail and eCommerce, healthcare, life sciences, and pharmaceuticals telecom and technology, government, manufacturing and automotive, media & entertainment, energy, utilities and infrastructure, travel and hospitality, transportation and logistics, other vertical)

Region covered

North America, Europe, Asia Pacific, Middle East & Africa, and Latin America

Companies covered

IBM Corporation (US), Oracle (US), Microsoft Corporation (US), AWS (US), Neo4j (US), Progress Software (US), TigerGraph (US), Stardog (US), Franz Inc (US), Ontotext (Bulgaria), Openlink Software (US), Graphwise (US), Altair (US), Bitnine ( South Korea) ArangoDB (US),  Fluree (US), Memgraph (UK), GraphBase (Australia), Metaphacts (Germany), Relational AI (US), Wisecube (US), Smabbler (Poland), Onlim (Austria), Graphaware (UK), Diffbot (US), Eccenca (Germany), Conversight (US), , Semantic Web Company (Austria), ESRI (US)

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By vertical, the BFSI segment to hold the largest market size during the forecast period.

The knowledge graphs serve as a strong foundation for relating customer data, transactions history, credit scores, and risk profiles within the BFSI (Banking, Financial Services, and Insurance) sector, allowing the exact relationship mapping and insights. These are also employed in fraud detection through real-time identification of hidden patterns and for regulatory compliance with standards such as AML (Anti Money Laundering) and KYC (know Your Customer), where data can be traced and is transparent. In banking, knowledge graphs facilitate credit risk analysis which makes the process of loan approval more efficient, in insurance by linking policies, claims data, and fraud indicators thus optimizing claims processing. All these will, when combined with other data points, produce AI-powered applications: personalized advice-based solutions on finances and intelligent virtual assistants, which will create operational efficiency and improved customer experience in BFSI.

Virtual assistants, self-service data, and digital asset discovery segment to have the highest growth during the forecast period.

Knowledge graphs are essential for building virtual assistants, self-service data platforms, and even digital asset discovery, for they build interconnected data networks that help in enhancing the searchability and insights. Virtual assistants use knowledge graphs to provide context-sensitive responses that improve user interactions and provide tailored recommendations. Self-service data platforms use knowledge graphs to allow business users to access and analyze complex datasets without technical help, which helps them to make better decisions. They make the identification and classification of digital resources, such as documents or media, easier through linking metadata and content relationships for the discovery of digital assets. This capability enables effective resource management, innovation, and improvement in user experience in areas such as content creation, research, and enterprise workflows.

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Asia Pacific is expected to witness the highest market growth rate during the forecast period.

The knowledge graph landscape is rapidly evolving in Asia Pacific, with initiatives across various domains. In December 2022, the National Library Board (NLB), Singapore, launched a Linked Data-based Semantic Knowledge Graph to merge resources from libraries and archives using BIBFRAME and Schema.org vocabularies for seamless updating and improved data quality. HydroKG in Australia merges hydrologic data from resources such as GeoFabric and HydroATLAS that allow for pinpoint queries on water bodies and river networks, enabling better environmental management. Japan uses knowledge graphs in manufacturing for supply chain optimization and South Korea uses it in telecommunications to enhance the customer experience through personalized AI.

Top Key Companies in Knowledge Graph Market

The major vendors covered in the Knowledge graph market are IBM Corporation (US), Oracle (US), Microsoft Corporation (US), AWS (US), Neo4j (US), Progress Software (US), TigerGraph (US), Stardog (US), Franz Inc (US), Ontotext (Bulgaria), Openlink Software (US), Graphwise (US), Altair (US), Bitnine ( South Korea) ArangoDB (US), Fluree (US), Memgraph UK), GraphBase (Australia), Metaphacts (Germany), Relational AI (US), Wisecube (US), Smabbler (Poland), Onlim (Austria), Graphaware (UK), Diffbot (US), Eccenca (Germany), Conversight (US), Semantic Web Company (Austria), ESRI (US), Datavid (UK), and SAP (Germany). These players have adopted various growth strategies, such as partnerships, agreements and collaborations, new product launches, enhancements, and acquisitions to expand their footprint in the Knowledge graph market.

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Get access to the latest updates on Knowledge Graph Companies and Knowledge Graph Industry

About MarketsandMarkets™

MarketsandMarkets™ has been recognized as one of America’s best management consulting firms by Forbes, as per their recent report.

MarketsandMarkets™ is a blue ocean alternative in growth consulting and program management, leveraging a man-machine offering to drive supernormal growth for progressive organizations in the B2B space. We have the widest lens on emerging technologies, making us proficient in co-creating supernormal growth for clients.

Earlier this year, we made a formal transformation into one of America’s best management consulting firms as per a survey conducted by Forbes.

The B2B economy is witnessing the emergence of $25 trillion of new revenue streams that are substituting existing revenue streams in this decade alone. We work with clients on growth programs, helping them monetize this $25 trillion opportunity through our service lines – TAM Expansion, Go-to-Market (GTM) Strategy to Execution, Market Share Gain, Account Enablement, and Thought Leadership Marketing.

Built on the ‘GIVE Growth’ principle, we work with several Forbes Global 2000 B2B companies – helping them stay relevant in a disruptive ecosystem. Our insights and strategies are molded by our industry experts, cutting-edge AI-powered Market Intelligence Cloud, and years of research. The KnowledgeStore™ (our Market Intelligence Cloud) integrates our research, facilitates an analysis of interconnections through a set of applications, helping clients look at the entire ecosystem and understand the revenue shifts happening in their industry.

To find out more, visit www.MarketsandMarkets™.com or follow us on Twitter, LinkedIn and Facebook.

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TiTE x IHT 2026: The Definitive Hub for Taiwan’s Hardware Manufacturing Excellence

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TAICHUNG, May 6, 2026 /PRNewswire/ — When sourcing from Taiwan, location is the ultimate strategic advantage. Don’t be misled by smaller, general trade shows held in city centers like Taipei. To truly connect with the source, you must go where the products are born. TiTE x IHT (Oct 20-22, 2026) in Taichung is the undisputed largest and most vital hardware industrial expo on the island. Hosted directly in the heart of Taiwan’s precision manufacturing cluster, this event features 1,000+ booths and 500+ top-tier manufacturers, offering a scale and industrial depth that no other exhibition can replicate.

Why Global Buyers Choose the Taichung Source Over Urban Trade Shows:

The Revolutionary “Exhibition as Factory” Model: Taichung is the global epicenter for hardware, home to 70% of Taiwan’s industry output. Our unique location enables the “30-Minute Sourcing Circle.” This allows you to verify high-end samples on the show floor in the morning and audit world-class production lines by the afternoon. By eliminating the travel gap between the booth and the factory, we reduce traditional procurement cycles from weeks to hours, providing unmatched transparency for R&D, capacity assessment, and quality control.ESG & CBAM Compliance for Western Markets: As the EU’s Carbon Border Adjustment Mechanism (CBAM) and global ESG mandates reshape trade, our exhibitors are already ahead of the curve. Discover CBAM-ready solutions and green manufacturing processes specifically designed to meet the strict sustainability requirements of the European and American markets. We provide more than just tools; we provide carbon-footprint-managed resilience for your brand.AI-Driven Smart Manufacturing: Address global labor shortages and rising costs with Taiwan’s latest innovations. The 2026 expo focuses on “AI Empowerment,” showcasing collaborative robotics, automated digital inspection, and data-driven supply chain management. These technologies ensure lead-time stability and high-precision consistency for premium global brand owners.Direct Sourcing & Global Matchmaking: Skip the middlemen and trading agencies. Our “Global Buyer Day” offers exclusive, pre-arranged matchmaking with the actual OEMs/ODMs. This is the primary decision-making platform for major distributors seeking resilient, direct-to-factory partnerships that guarantee the best pricing and priority production slots.

Experience the synergy of smart manufacturing and global trade. Stop at the source—where the world’s hardware is actually built. Secure your competitive edge in the true heart of the industry.

【TiTE x IHT】

Date: October 20-22, 2026Venue: TICEC, Taichung, TaiwanRegister Now: https://accu.ps/g8MZ1SHousing Subsidy: https://forms.gle/34VHVxSrEw7g8GxDAOfficial Website: https://www.hardwareexpotw.com

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SOURCE TiTE x IHT

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KIST Accelerates U.S. Expansion of Quantum Deep-Tech Startups Through SelectUSA 2026

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SEOUL, South Korea, May 5, 2026 /PRNewswire/ — The Korea Institute of Science and Technology (KIST) President Oh Sang-rok announced that it will participate in the SelectUSA Investment Summit 2026 as part of a Korean delegation, together with quantum technology startups supported by the Ministry of SMEs and Startups under the Deeptech Project (DIPS).

The initiative, supported by South Korea’s Ministry of SMEs and Startups (MSS), is part of the government’s “Deeptech Incubator Project for Startups” (DIPS) initiative, which aims to nurture globally competitive deep-tech ventures.

KIST, which serves as the lead institution for the quantum technology sector under the program, said it will oversee the global commercialization efforts of participating firms. In particular, the “Global Bridge Program,” jointly developed with the U.S. Embassy in Korea in September 2025, is an official program designed to generate tangible overseas expansion outcomes by linking investment attraction with local market entry through diplomatic channels.

Organized by the U.S. Department of Commerce, the SelectUSA Investment Summit is the largest investment promotion event in the US, connecting international startups with venture capital firms, corporate investors and state-level economic development agencies.

It serves as an execution-oriented platform that extends to investment, corporate establishment, site selection, and tax incentives, and is considered a key entry gateway for deep-tech companies, including those in quantum technology.

KIST said participation in the summit is particularly significant for deep-tech sectors such as quantum technology, where access to the US innovation ecosystem is seen as key to growth.

The program is conducted in two stages. From April 30 to May 1, companies took part in a spin-off program hosted by the State of Maryland, which included visits to research institutions and tours of the regional quantum technology ecosystem.

During this period, the delegation also conducted localized activities with the Maryland state government and its economic development agencies, focusing on investment attraction, corporate collaboration, and joint R&D. In addition, on May 5, the delegation held discussions with U.S. Department of Commerce Deputy Secretary William Kimmitt on potential areas of cooperation.

The delegation will also meet officials from Fairfax County Government to explore collaboration and investment opportunities.

The main summit, currently ongoing from May 3 to May 6, features exhibitions, pitching sessions and meetings with US state representatives, with participating firms expected to engage in discussions on investment and market entry.

The delegation is structured to encompass the entire quantum industry rather than a single technology domain.

The Korean delegation comprises five startups, alongside Kyung Hee University Department of Future Science & Technology Commercialization Policy and Entrepreneurship, with approximately 20 participants forming an integrated ecosystem that combines research institutes, academia, and startups, enabling a full-cycle support system from technology validation to commercialization and global expansion.

One of the firms, OptiQ-Labs, was selected for an official pitching session on May 4, where it presented its laser-based optical modules designed for ion-trap quantum computing systems.

This highly competitive program selects only around 100 companies from more than 20,000 applicants worldwide. If selected as the winner of the pitching session, the company will receive follow-up meetings with U.S. state governments and economic development agencies, access to global investor networks, support for local entity establishment, and connections to site selection and tax incentive programs.

Other participating companies include QUAD, which develops single-photon detection technology; SLEEX, focused on underwater sensing; Elixir (StatUp AI), which works on quantum-classical hybrid algorithms for healthcare; and SQK (QMEDIC), specializing in physics-based imaging solutions.

KIST Project Director, Kang Sunjoon, said, “This program represents a critical milestone for Korean quantum startups to directly connect with global investors and industry ecosystems. Via the DIPS program, we are actively promoting the global commercialization of quantum technologies.”

Through its participation in SelectUSA, KIST has established a package-type global expansion model that integrates technology validation, investment attraction, and U.S. market entry.

The summit serves as a turning point for South Korea’s quantum sector, enabling startups to move into the next phase of validation, investment, and overseas expansion.

For more information, visit https://eng.kist.re.kr/.

About KIST 

KIST was established in 1966 as the first government-funded research institute in South Korea. KIST now strives to solve national and social challenges and secure growth engines through leading and innovative research.

About Participating Quantum Startups

QUAD, led by Chief Executive Officer, Oh Byung-doo, develops quantum sensing technologies based on superconducting nanowire single-photon detectors (SNSPDs), offering high sensitivity and precision with applications spanning quantum communication, quantum computing, semiconductor inspection, and defense.

SLEEX is developing an advanced perception technology that combines quantum LiDAR and electric field sensing to overcome limitations of existing underwater sensors, particularly by eliminating blind zones within the 0–2 meter range, with strong potential in autonomous navigation, maritime security, and defense, with Lee Jeho at the helm as Chief Executive Officer.  (https://www.thesleex.com)

Elixir, headed by Chief Executive Officer Jang Jung-kwon, develops a drug discovery and biomarker analysis platform based on quantum-classical hybrid algorithms, targeting the precision medicine market through the integration of bioinformatics and quantum machine learning. (statupai.com)

SQK develops medical imaging AI based on quantum-physics constraints, addressing the hallucination issues of conventional AI by ensuring physical consistency in CT and MRI reconstruction. Under the leadership of Chief Executive Officer Kim Yoon-hak, SQK is improving reliability and reducing the need for re-scans in clinical settings. (www.sqkcloud.com)

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SOURCE The Korea Institute of Science and Technology (KIST)

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Former Visa Asia Pacific Executive David Tay Joins YeahPay as Global Vice President

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SINGAPORE, May 6, 2026 /PRNewswire/ — YeahPay, the international payment brand under YEAHKA (9923.HK), has appointed David Tay, a former senior executive at Visa Asia Pacific, as Global Vice President, tasking him with overseeing the strategic direction and product ecosystem development of YEAHKA’s overseas payment business. The appointment comes as global digital trade enters a new phase defined by ecosystem integration, with payment infrastructure undergoing a generational shift in acceleration.

David Tay, a Singaporean national, is a rising leader in the payments industry. During his career at Visa, David played a key role in driving business growth across multiple Southeast Asian markets, demonstrating early promise in commercial insight and innovation. He subsequently moved into Visa’s Innovation division, where he rose to serve as Head of Innovation, leading Visa Pacific’s product innovation and new business.

In that capacity, David led the commercialization of cutting-edge payment paradigms including Visa Flex Credential and Pay by Palm. He was also involved in the evaluation and governance of strategic partners across the region, accumulating deep expertise in collaborating with banks, fintechs, and large-scale enterprise merchants.

David’s track record spans the full go-to-market lifecycle, from concept to pilot to scale, as well as deep capabilities in cross-institutional partnerships and ecosystem development. His appointment comes at an inflection point for YEAHKA’s international expansion. According to YEAHKA’s 2025 annual report, its overseas business delivered full-year Gross Payment Volume (GPV) surpassing RMB 5 billion, representing a 323.3% year-on-year surge from RMB 1.1 billion in 2024.

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SOURCE Yeahka

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