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.

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344 – Tables
51 – Figures
359 – Pages

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Scope of the Report

Report Metrics	Details
Market size available for years	2019–2030 Advertisement
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 Advertisement
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.

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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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• High unmet medical need for therapies that can reduce the substantial treatment burden affecting millions of patients globally
• Combined in-licensing and financing for a novel long-acting clinical stage monoclonal antibody targeting TSLP ligand as well as building a discovery pipeline of long-acting bispecifics
• Naveed Siddiqi, Senior Partner, Venture Investments, Novo Holdings, to join the Windward Bio Board of Directors

COPENHAGEN, Denmark, Jan. 10, 2025 /PRNewswire/ — Novo Holdings, a leading life science investor, today announced that it has invested in a $200M Series A launch financing for Windward Bio. Headquartered in Switzerland, Windward Bio is a clinical-stage drug development company committed to improving outcomes for people living with advanced immunological diseases with an initial focus on severe respiratory conditions.

The oversubscribed Series A launch financing was co-led by OrbiMed, Novo Holdings and Blue Owl Healthcare Opportunities, and joined by SR One, Omega Funds, RTW Investments, Qiming Venture Partners, Quan Capital, and Pivotal bioVenture Partners.

Windward Bio’s lead candidate, WIN378, which has been in-licensed from Kelun-Biotech and Harbour BioMed, is a potential best-in-class, long-acting monoclonal antibody targeting the ligand of thymic stromal lymphopoietin (TSLP) that has the potential to be dosed every six months.

The Company is preparing to begin a Phase 2 trial investigating WIN378 in severe asthma, with initial clinical readouts expected in 2026. Additional clinical trials are planned in asthma and chronic obstructive pulmonary disease (COPD), aiming to address unmet needs in approximately 5 million advanced, uncontrolled patients in the US, Europe, and Japan.

In addition to WIN378, Windward Bio is building a discovery pipeline of long-acting bispecifics, harnessing validated targets and synergistic biology to achieve best-in-disease efficacy for immunology indications. The Series A financing supports the advancement of two undisclosed programs through Investigational New Drug (IND)–enabling studies.

“Our mission in starting Windward Bio is to discover and develop novel therapeutics for people living with serious immunological conditions,” said Luca Santarelli, MD, founder, CEO, and Chairman of Windward Bio. “Targeting the TSLP ligand is a highly validated approach in multiple immunological conditions, and WIN378 represents a significant advance in TSLP therapy by enhancing the benefits of this class with a dosing regimen of every six months, which can reduce the burden of treatment and improve outcomes for people living with severe asthma.”

Naveed Siddiqi, Senior Partner, Novo Holdings, said: “Addressing the unmet needs of patients with severe, uncontrolled asthma and COPD, particularly through innovative therapies that reduce the burden of care for both individuals and healthcare systems, represents a meaningful advancement in respiratory care. WIN378, with its best-in-class potential to provide effective treatment through a six-month dosing regimen, could transform how these challenging conditions are managed, offering both clinical and practical benefits. At Novo Holdings, we are committed to supporting innovative approaches that improve patient outcomes. We are excited to partner once again with the management team of Windward Bio, serial entrepreneurs with a proven track record of success.”

Led by CEO Luca Santarelli, Windward Bio’s founding team comprises seasoned biopharmaceutical executives with significant expertise in advancing compounds from target identification through to commercialisation. Collectively, they have contributed to over 15 product launches, executed two Nasdaq IPOs, and completed two strategic exits.

The Board of directors will initially include Luca Santarelli, MD (CEO); David Bonita, MD (OrbiMed); Naveed Siddiqi, MD (Novo Holdings); Tim Anderson (Blue Owl Healthcare Opportunities); Iqbal Mufti (SR One); and Otello Stampacchia, PhD (Omega Funds). Campbell Stewart, MD (Principal, Venture Investments, Novo Holdings), joins as Observer to the Board.

About WIN378

WIN378 is a novel, recombinant, fully human monoclonal antibody that potently binds to the TSLP ligand, which is a well-validated cytokine that plays a key role in the development and progression of a wide array of immunological diseases, including asthma and COPD. In both these diseases the inhibition of the TSLP ligand has demonstrated benefit in a myriad of inflammatory phenotypes. WIN378 has been engineered to achieve an extended half-life and effector silencing and is subcutaneously administered.

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About Windward Bio AG

Windward Bio is a clinical-stage drug development company committed to improving outcomes for patients living with advanced immunological diseases with an initial focus on severe respiratory conditions. The company is led by a highly experienced team of biopharmaceutical executives with deep discovery, development, and commercialization expertise. The company is advancing a potential best-in-class TSLP monoclonal antibody into phase 2 development and creating novel, long-acting bispecific programs for immunological diseases.

About Novo Holdings A/S

Novo Holdings is a holding and investment company that is responsible for managing the assets and the wealth of the Novo Nordisk Foundation. The purpose of Novo Holdings is to improve people’s health and the sustainability of society and the planet by generating attractive long-term returns on the assets of the Novo Nordisk Foundation. Wholly owned by the Novo Nordisk Foundation, Novo Holdings is the controlling shareholder of Novo Nordisk A/S and Novonesis A/S (Novozymes A/S) and manages an investment portfolio with a long-term return perspective. In addition to managing a broad portfolio of equities, bonds, real estate, infrastructure and private equity assets, Novo Holdings is a world-leading life sciences investor. Through its Seed, Venture, Growth, Asia, Planetary Health and Principal Investments teams, Novo Holdings invests in life science companies at all stages of development. As of year-end 2023, Novo Holdings had total assets of EUR 149 billion. www.novoholdings.dk

About the Novo Nordisk Foundation

Established in Denmark in 1924, the Novo Nordisk Foundation is an enterprise foundation with philanthropic objectives. The vision of the Foundation is to improve people’s health and the sustainability of society and the planet. The Foundation’s mission is to progress research and innovation in the prevention and treatment of cardiometabolic and infectious diseases as well as to advance knowledge and solutions to support a green transformation of society.

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DUBAI, UAE, Jan. 10, 2025 /PRNewswire/ — StockGro, India’s leading platform for experiential financial education, has joined hands with the Global Indian International School (GIIS) Dubai to equip students in grades 9 to 12 with essential financial skills. This partnership marks StockGro’s second major collaboration in the UAE, reinforcing its expansion into the GCC region.

As GIIS’s financial literacy partner, StockGro has integrated its innovative curriculum into the school’s academic framework. Through expert-led sessions conducted every alternate month, students gain insights into financial concepts, stock market basics, and strategic investment approaches, fostering critical thinking and real-world application.

A standout feature of the partnership is the stock market learning programs which consist of model portfolio exercises for grades 9 to 12. These stock market portfolio management activities allow students to apply their knowledge in a risk-free, real-world environment, building confidence and practical understanding of trading and investments.

Ajay Lakhotia, Founder & CEO of StockGro, said, “This collaboration bridges the gap between theoretical learning and practical application, preparing students to make informed financial decisions. It reflects StockGro’s dedication to empowering the next generation with tools to navigate real-world financial challenges.”

Ms. Rajani Manikonda , Supervisor of Senior Secondary School, GIIS Dubai, remarked, “Empowering students with financial literacy is essential in today’s interconnected world. This partnership with StockGro introduces our learners to the intricacies of financial management in an engaging, practical manner, ensuring they develop the critical thinking and problem-solving skills needed to thrive in the global economy.”

By partnering with one of Dubai’s top Indian international schools, StockGro strengthens its foundation for future collaborations in the UAE and GCC region, advancing its mission to revolutionize financial education on a global scale.

About StockGro

StockGro is a leading experiential social learning platform for trading and investments, trusted by more than 35 million users worldwide. It has successfully empowered students across 1100+ prestigious educational institutions with immersive financial learning experiences. Through this collaboration, StockGro continues its mission of fostering financial literacy and practical education for the next generation.

StockGro invites educational institutions across the GCC region to join hands in fostering a financially literate world. Write to us at [email protected] so we can empower the next generation with essential life skills together.

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