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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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Capital Advantage, Inc. Offers Tailored Financial Services for Kaiser Permanente® and TPMG Employees

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WALNUT CREEK, Calif., Jan. 10, 2025 /PRNewswire/ — Capital Advantage, Inc., a trusted name in wealth management, is proud to highlight its specialized services designed to meet the unique financial needs of Kaiser Permanente® and The Permanente Medical Group (TPMG) employees.

At Capital Advantage, we understand the complexities of Kaiser Permanente® and TPMG benefit plans. Our team is dedicated to helping healthcare professionals navigate their robust and often intricate benefit options. With over 30 years of expertise and a deep understanding of Kaiser’s offerings, we craft personalized financial plans to help maximize the value of our clients’ benefits.

“We recognize the unique challenges and opportunities that healthcare professionals face in managing their financial lives,” says Ian Castille, CFP®, Principal and Senior Financial Advisor at Capital Advantage, Inc.

Donna Zinman, CRPC®, Principal and Senior Advisor, adds, “Our goal is to educate our clients about their attractive benefit options and help them make the most of these opportunities.”

Key services for Kaiser Permanente® and TPMG employees include customized portfolio strategies and personalized guidance on retirement savings plans, identification of ideal pension options and annual open-enrollment benefit selections, advice on traditional vs. Roth 401(k) options, advanced tax-saving strategies (such as mega-backdoor Roth contributions), and simplification of retirement planning by working directly with Kaiser/TPMG’s benefits department. These services are designed to provide Kaiser/TPMG employees with peace of mind, confidence, and financial empowerment as they navigate their retirement and benefits planning.

About Capital Advantage, Inc.

Capital Advantage is a trusted, independently owned wealth management firm with over 40 years of experience helping individuals and families to achieve their financial goals. As a 100% fee-only fiduciary, Capital Advantage strives to provide financial peace of mind to each and every client, delivering large institution expertise with the personalized care and attention of a boutique firm. Our experienced advisors work closely with pre-retirees and retirees, women navigating unique financial journeys, and Kaiser Permanente® and The Permanente Medical Group (TPMG) employees to create strategies that provide clarity, confidence, and long-term success.

For more information on Capital Advantage’s services visit: Kaiser/TPMG Employees – Capital Advantage, Inc. or call (925) 299-1500 to contact one of our advisors for a no-cost initial consultation.

Disclaimer: Capital Advantage, Inc. is not affiliated, associated, authorized, endorsed by, or in any way officially connected with Kaiser Permanente® or TPMG (The Permanente Medical Group)

Limitations: No amount of experience, recognition, or past success, nor the achievement of any professional designation, certification, degree, or license should be construed by a client or prospective client as a guarantee that he/she will experience a certain level of results if Capital Advantage is engaged, or continues to be engaged, to provide investment advisory services. Please see Important Disclosure.

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NASA Sets Coverage for Firefly First Commercial Robotic Moon Launch

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WASHINGTON, Jan. 10, 2025 /PRNewswire/ — Carrying NASA science and technology to the Moon as part of the agency’s CLPS (Commercial Lunar Payload Services) initiative and Artemis campaign, Firefly Aerospace’s Blue Ghost Mission 1 is targeting launch Wednesday, Jan. 15. The mission will lift off on a SpaceX’s Falcon 9 rocket from Launch Complex 39A at the agency’s Kennedy Space Center in Florida.

Live launch coverage will air on NASA+ with prelaunch events starting Monday, Jan. 13. Learn how to watch NASA content through a variety of platforms, including social media. Follow all events at:

https://www.nasa.gov/live/

After the launch, Firefly’s Blue Ghost lander will spend approximately 45 days in transit to the Moon before landing on the lunar surface in early March. The lander will carry 10 NASA science investigations to further our understanding of the Moon’s environment and help prepare for future human missions to the lunar surface, as part of the agency’s Moon to Mars exploration approach. 

Science investigations on this flight aim to test and demonstrate lunar subsurface drilling technology, regolith sample collection capabilities, global navigation satellite system abilities, radiation tolerant computing, and lunar dust mitigation methods. The data captured could benefit humans on Earth by providing insights into how space weather and other cosmic forces impact Earth. 

The deadline has passed for media accreditation for in-person coverage of this launch. The agency’s media accreditation policy is available online. More information about media accreditation is available by emailing: ksc-media-accreditat@mail.nasa.gov.

Full coverage of this mission is as follows (all times Eastern):

Monday, Jan. 13
2:30 p.m. – Lunar science media teleconference with the following participants:

Chris Culbert, CLPS program manager, NASA’s Johnson Space CenterMaria Banks, CLPS project scientist, NASA Johnson

Audio of the teleconference will stream live on the agency’s website:

https://www.nasa.gov/live/

Media may ask questions via phone only. For the dial-in number and passcode, please contact the Kennedy newsroom no later than 1:30 p.m. EST Jan. 13, at: ksc-newsroom@mail.nasa.gov.

Tuesday, Jan. 14
1 p.m. – Lunar delivery readiness media teleconference with the following participants:

Nicola Fox, associate administrator, Science Mission Directorate at NASA HeadquartersJason Kim, CEO, Firefly AerospaceJulianna Scheiman, director, NASA science missions, SpaceXMark Burger, launch weather officer, Cape Canaveral Space Force Station’s 45th Weather Squadron

Audio of the teleconference will stream live on the agency’s website:

https://www.nasa.gov/live/

Media may ask questions via phone only. For the dial-in number and passcode, please contact the Kennedy newsroom no later than 12 p.m. EST on Tuesday, Jan. 14, at: ksc-newsroom@mail.nasa.gov.

Wednesday, Jan. 15
12:30 a.m. – Launch coverage begins on NASA+ and the agency’s website.

1:11 a.m. – Launch

NASA Launch Coverage
Audio only of the media teleconferences and launch coverage will be carried on the NASA “V” circuits, which may be accessed by dialing 321-867-1220, -1240, or -7135. On launch day, the full mission broadcast can be heard on -1220 and -1240, while the countdown net only can be heard on -7135 beginning approximately one hour before the mission broadcast begins.

On launch day, a “tech feed” of the launch without NASA TV commentary will be carried on the NASA TV media channel.

NASA Website Launch Coverage
Launch day coverage of the mission will be available on the NASA website. Coverage will include live streaming and blog updates beginning no earlier than 12:30 a.m. EST Jan. 15, as the countdown milestones occur. On-demand streaming video and photos of the launch will be available shortly after liftoff. For questions about countdown coverage, contact the Kennedy newsroom at 321-867-2468. Follow countdown coverage on our launch blog for updates.

NASA Virtual Guests for Launch
Members of the public can register to attend this launch virtually. Registrants will receive mission updates and activities by email, including curated mission resources, schedule updates, and a virtual guest passport stamp following a successful launch. Print your passport and get ready to add your stamp!

Watch, Engage on Social Media
Let people know you’re following the mission on X, Facebook, and Instagram by using the hashtag #Artemis. You can also stay connected by following and tagging these accounts:

X: @NASA, @NASAKennedy, @NASAArtemis, @NASAMoon

Facebook: NASA, NASAKennedy, NASAArtemis

Instagram: @NASA, @NASAKennedy, @NASAArtemis

Coverage en Español
Did you know NASA has a Spanish section called NASA en español? Check out NASA en español on X, Instagram, Facebook, and YouTube for additional mission coverage.

Para obtener información sobre cobertura en español en el Centro Espacial Kennedy o si desea solicitar entrevistas en español, comuníquese con Antonia Jaramillo o Messod Bendayan a: antonia.jaramillobotero@nasa.gov o messod.c.bendayan@nasa.gov.

For media inquiries relating to the launch provider, please contact SpaceX’s communications department by emailing: media@spacex.com. For media inquiries relating to the CLPS provider, Firefly Aerospace, please contact Firefly’s communication department by emailing: press@fireflyspace.com.
For more information about the agency’s CLPS initiative, see:

https://www.nasa.gov/clps

 

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SOURCE NASA

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Universal Brain Announces Publication of Groundbreaking Depression Research Using Multiple Event-Related Potentials

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New findings support the company’s neuroscience-driven approach to precision psychiatry, offering actionable insights for personalized depression treatment

PALO ALTO, Calif., Jan. 10, 2025 /PRNewswire/ — Universal Brain, a pioneering technology company focused on transforming mental healthcare through neuroscience, today announced the publication of its latest peer-reviewed study, “Neurotyping depression using multiple event-related potentials (ERPs): Leveraging task-based variation to predict remission in depression,” the paper introduces a novel framework for detecting unique neurophysiological patterns that can help predict which depressed patients are most likely to achieve remission from depression.

“By combining several EEG paradigms with novel statistical analyses, we’re moving closer to a future where depression therapies can be precisely tailored to each individual,” said Kazu Okuda, Chief Executive Officer of Universal Brain. “In particular, we are poised to leverage a battery of EEG paradigms to better subtype depression – which will pave the way for more precision in treatment development and selection.  These functional measures of brain activity (i.e., neurotypes) will be used to determine what treatment works best for whom.”

Key Highlights of the Study

Multi-Task ERP Analyses
The study leveraged multiple cognitive and emotional tasks to capture a broader spectrum of brain responses, thereby enabling more robust classification of distinct depression subtypes.Predictive Neurotyping
Through comprehensive ERP assessment, researchers identified patterns linked to a higher likelihood of remission in depression, paving the way for more targeted clinical strategies. Combining ERPs from multiple tasks outperformed classifications based on more traditional single-task analyses.Implications for Precision Psychiatry
These findings underscore the potential of individualized treatment pathways—an approach backed by emerging research in the field of precision psychiatry, which calls for data-driven, personalized solutions to improve outcomes in mental health.

“This work is especially exciting because it bridges the gap between laboratory-based assessments and potential real-world clinical practice. We believe our new method can help physicians potentially select treatment but also help clinicians fine-tune therapeutic interventions to an individual’s unique neural signature,” commented Greg Hajcak, Chief Scientific Advisor of Universal Brain. “By leveraging multiple ERPs in varying tasks, we can aim to better predict who will respond to specific treatments, a key step in transforming how we approach depression management.”

Championing Precision Psychiatry

Universal Brain’s overarching mission is to integrate cutting-edge neuroscience with clinical insights to advance precision psychiatry—a transformative model of care that personalizes interventions based on individual biological, behavioral, and environmental factors. This focus resonates with emerging trends in psychiatric research to enhance treatment outcomes.

In close collaboration with academic institutions, research hospitals, and clinical partners, Universal Brain continues to drive neuroscience-based innovation that bridges the gap between academic discoveries and real-world patient care.

For more information on Universal Brain’s research and the company’s commitment to developing neuroscience-driven solutions for mental health, please visit universal-brain.com or email us at media@universal-brain.com.

About Universal Brain

Universal Brain is a science-driven technology company dedicated to revolutionizing mental healthcare by unlocking the power of precision psychiatry. Drawing on advances in neuroscience, data analytics, and engineering, Universal Brain develops innovative tools and platforms that personalize psychiatric treatment and improve patient outcomes. To learn more, visit www.universal-brain.com.

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SOURCE Universal Brain

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