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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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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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VYLIT OPENS ITS CREATOR ADVISORY BOARD, GIVING CREATORS EQUITY IN THE PLATFORM

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Reality star & chef Dom DeAngelis, model & creator Cydney Moreau, and creator-entrepreneur Crystal Jackson named as founding members, with applications now open for creators who want a voice in how the platform is shaped

MIAMI, July 23, 2026 /PRNewswire/ — Vylit, the 18+ creator-first social platform co-founded by Ami Gan, former CEO of OnlyFans, and seasoned entrepreneur Kailey Magder, is opening applications for its Creator Advisory Board, which will include a select group of creators that will have a strong voice in shaping the platform they use and earn on.

Vylit is inviting creators not just to join the platform, but to help build it, with real shares in the company reserved for those who contribute to its growth, culture and direction. The Creator Advisory Board will give creators a direct voice in building Vylit’s community, the platform’s development and creator tools, along with ownership in the business they’re helping grow.

Applications are now open. Creators can apply by emailing vylit@vylitworld.com with their name, bio and social handles.

Vylit is launching the board with three founding members who show the range of creators it’s built for.

Dominic DeAngelis, known from YouTube and Vanderpump Villa, where his culinary skills earned recognition from viewers around the world, has been using the platform to share behind-the-scenes and day-in-the-life content with his subscribers — the kind of direct, monetized relationship with fans that Vylit is designed around.

“Social media sucks right now. The algorithms are negative, you don’t even see the people you follow anymore, and creators are struggling to find real connections with their fans,” said DeAngelis. “I’m thrilled to be part of a platform that’s doing it differently. Vylit is actually listening to creators and building with us, not just for us.”

Cydney Moreau, a Louisiana-born former track athlete turned model and creator with a following across fitness, fashion and lifestyle, balances her work with life as a mom. Vylit is where she’s turning that following into a business for the first time, on her own terms.

“As someone who is monetizing my content for the first time, knowing that I will have a say in how the platform treats other creators means everything,” said Moreau. “It’s not every day a platform actually wants creators in the room while they’re building it. Knowing Vylit is making decisions with our interests at heart gives me the confidence to build here, and I’m excited to help shape where this goes.”

Crystal Jackson, known to millions of followers as Mrs. Poindexter, is the co-founder of EssentL, a company building business infrastructure and benefits for creators. A former engineer turned multi-platform creator and entrepreneur, she brings an operator’s understanding of what creators actually need from the platforms they build on.

“I’ve spent years building an audience and a business across platforms that weren’t built for today’s creator ecosystem,” said Jackson. “What drew me to Vylit is that they’re handing creators actual ownership and a real say in the decisions that affect us. That’s not something I’ve seen anyone else do, and I want to help build it right.”

Since launching, Vylit has positioned itself as the “HBO of social media,” a space between traditional social media and adult subscription platforms, where creators can be expressive, marketable and in control. The Creator Advisory Board takes that further. Rather than building the platform for creators and handing it over, Vylit is building it with them, giving them direct ownership and a say in its direction.

“The users driving value should have a say in the business,” said Ami Gan, Co-Founder and CEO of Vylit. “Creators understand culture and digital monetization better than anyone. At Vylit, that expertise earns them a real seat at the table.”

“We didn’t want to build another platform where creators show up after the fact,” added Kailey Magder, Co-Founder and COO of Vylit. “We want them involved from day one, shaping the product, the community and the direction of the business.”

Vylit truly puts creators in charge, giving them real ownership and a direct say in how the platform evolves. The Creator Advisory Board is just the start.

To learn more, visit https://vylitworld.com/ 

To access the media kit, click here.

ABOUT VYLIT
Vylit is an 18+ creator-first social platform redefining how adults share, discover and monetize content. Co-founded by Amrapali (Ami) Gan and Kailey Magder, Vylit was created to fill the gap between traditional social media and creator platforms, offering a premium digital experience for expression. Built as “the HBO of social media,” the platform allows topless content while prohibiting explicit material, giving creators greater freedom. Vylit combines social connectivity with built-in monetization, interest-based discovery through its Vybe Matching Engine, and in-house AI Image Generation and Chat tools designed for its users. Learn more at www.vylitworld.com.

FOR PRESS INQUIRIES
pr@vylitworld.com 

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CNBC Names PayJoy one of the World’s Top FinTech Companies of 2026

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Recognition highlights PayJoy’s leadership in emerging market consumer finance

SAN FRANCISCO, July 23, 2026 /PRNewswire/ — CNBC and Statista have named PayJoy to the “World’s Top Fintech Companies 2026,” which honors companies providing digital funding and bank-independent lending solutions for individuals and businesses. PayJoy is a leading financial services provider for underserved consumers across emerging markets.

Now in its fourth edition, the ranking identifies 500 leading companies across eight fintech market segments worldwide, including Payments, Neobanking, Wealth Technology, Digital Assets, Enterprise Fintech, Insurtech, Regtech, and Alternative Financing. Companies were evaluated using an aggregated scoring model built on both general and segment-specific KPIs, drawing on desk research from publicly available sources alongside company self-reports submitted through an open application process.

PayJoy’s inclusion reflects its work bringing credit access to the emerging middle class in Mexico, Colombia, Brazil, Panama, Peru, Ecuador, South Africa, the Philippines, and Indonesia, nine countries where traditional financial infrastructure has long excluded first-time borrowers.

“This recognition from CNBC and Statista is a meaningful validation of the work our team does every day,” said Doug Ricket, PayJoy CEO and Co-Founder. “Millions of people across the markets we serve are building credit for the first time through PayJoy. Being named among the world’s top fintech companies reflects the scale and impact of that work.”

For more information on the full ranking, visit https://www.cnbc.com/worlds-top-fintech-companies-2026/ 

About PayJoy
PayJoy expands credit access across emerging markets through point-of-sale financing and card offerings. Its proprietary secured-credit technology enables first-time borrowers to responsibly build financial stability and participate fully in the modern economy. Through its cutting-edge machine learning, data science, and anti-fraud AI, PayJoy has financed over $3.5 billion of loans to more than 20 million people and employs over 1,000 people worldwide. For more information, visit https://www.payjoy.com/ 

Contact
payjoy@thekeypr.com

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Youngstown Innovation Hub Breaks Ground at YBI’s 107 Building

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YOUNGSTOWN, Ohio, July 23, 2026 /PRNewswire/ — As the United States works to strengthen its aerospace and defense manufacturing base, the Youngstown Innovation Hub for Aerospace & Defense broke ground today on YBI‘s 107 Building in downtown Youngstown, positioning the region as a national proving ground for advanced and additive manufacturing. The Hub is managed by the National Center for Defense Manufacturing and Machining (NCDMM).

Youngstown Innovation Hub for Aerospace & Defense breaks ground at YBI’s 107 Building.

The Hub is one of four Innovation Hubs established across Ohio as part of a statewide initiative to strengthen innovation-driven economic growth. Once complete, it is projected to generate approximately $161.6 million in economic impact, create 450 new jobs, and produce 185 new STEM credential opportunities and 40 internship opportunities by 2029.

The groundbreaking comes as Ohio was recently ranked the No. 1 state for business in America by CNBC’s 2026 America’s Top States for Business rankings, up from No. 5 in 2025.

Ohio Lt. Governor Jim Tressel attended and delivered remarks at the ceremony.

“Today is about more than renovating a building. It’s about building opportunity for Ohioans,” said Lt. Governor Tressel. “The Mahoning Valley has always been defined by the people who make things, solve problems, and never stop working toward a better future. This Innovation Hub builds on that proud tradition while preparing the next generation for in-demand careers in manufacturing.”

Hub and YBI leadership also spoke at the ceremony.

“Today’s groundbreaking of the Youngstown Innovation Hub represents much more than the start of a building renovation. It reflects what can happen when state, regional, industry, academic, and community partners come together around a shared vision for the future of manufacturing, aerospace and defense innovation,” said Megan Malara, Ph.D., director of the Youngstown Innovation Hub.

The renovation is made possible in part by a $750,000 state capital investment. Ohio State Sen. Al Cutrona and state Rep. Lauren McNally were credited with helping advance the funding request through the legislative process. YBI also recognized the broader Lake to River legislative delegation, including state Reps. Nick Santucci, Tex Fischer, Monica Robb Blasdel, Dave Thomas, and Sarah Fowler Arthur, for their support, as well as U.S. Sens. Jon Husted and Bernie Moreno for their support of the project in the U.S. Senate.

Speakers at the ceremony included Ohio Lt. Gov. Jim Tressel; Lydia Mihalik, director of the Ohio Department of Development; Mary Mertz, director of the Ohio Department of Natural Resources; Julius Oliver, 1st Ward Councilman for the City of Youngstown; State Sen. Al Cutrona; State Rep. Nick Santucci; State Rep. Lauren McNally; and Megan Malara, Ph.D., director of the Youngstown Innovation Hub. Barb Ewing, CEO of YBI, served as master of ceremonies.

The City of Youngstown, which committed $1.35 million in local matching funds to the project, was represented at the ceremony. John Wilczynski, executive director of America Makes, attended, and Barb Ewing recognized Kimberly Gibson and Alexander Steeb of America Makes for their roles in advancing the project.

Upon completion, the five-story, 130,000-square-foot concrete-framed building will offer flexible space for offices, workspaces, and display areas, along with robust power capacity to support multiple high-demand tenants. The building’s security features, including limited access points and naturally separated manufacturing bays, are designed to meet U.S. Department of War contracting criteria, positioning tenants to compete directly for federal defense work.

“It’s great to finally be transitioning from talking about this project to actually working on it. We appreciate all the support we’ve had from our political leaders and the community. YBI is proud to be a part of the project team that’s changing the trajectory of the Mahoning Valley,” said Barb Ewing, CEO of YBI.

Companies looking to expand, relocate, or enter the aerospace and defense manufacturing sector are encouraged to visit the Youngstown Innovation Hub website at youngstownhub.us.

About the Youngstown Innovation Hub for Aerospace & Defense

Managed by the National Center for Defense Manufacturing and Machining (NCDMM), the Youngstown Innovation Hub is a national proving ground for advanced and additive manufacturing, strengthening U.S. aerospace and defense supply chains and workforce development. Learn more at youngstownhub.us.

About YBI

YBI is a globally recognized economic development nonprofit, advancing innovation and growth across Ohio and beyond. Through a flexible suite of high-quality entrepreneurial services and resources, YBI supports startups, small businesses, and manufacturers at every stage of development. For more information, visit ybi.org.

Media Contact:
Jessica Sprowl, Marketing and Communications Director, YBI
jsprowl@ybi.org

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