Connect with us

Technology

Neo4j Launches Industry’s First Graph Analytics Offering For Any Data Platform

Published

on

Serverless offering with 65+ ready-to-use algorithms boosts model accuracy by up to 80% and delivers 2X deeper insights – no graph expertise needed

SAN MATEO, Calif. , May 7, 2025 /PRNewswire/ — Neo4j®, the world’s leading graph database and analytics company, announced the launch of Neo4j Aura Graph Analytics, a new serverless offering that for the first time can be used seamlessly with any data source, and with Zero ETL (extract, load, transfer). The solution delivers the power of graph analytics to users of all skill levels, unlocking deeper intelligence and achieving 2X* greater insight precision and quality over traditional analytics. Neo4j Aura Graph Analytics is generally available now on a pay-as-you-use basis and works with all databases, such as Oracle and Microsoft SQL, all cloud data warehouses and data lake platforms, such as Databricks, Snowflake, Google BigQuery, Microsoft OneLake, and on any cloud.

Graph analytics improves AI decision-making by uncovering hidden patterns and relationships in complex data, delivering more accurate insights with richer context than traditional analytics. Yet despite its powerful capabilities, graph analytics has remained out of reach for many organizations due to its complexity and learning curve – until now. The new Neo4j offering makes graph analytics capabilities accessible to everyone and eliminates adoption barriers by removing the need for custom queries, ETL pipelines, or any need for specialized graph expertise – so that business decision-makers, data scientists, and other users can focus on outcomes, not overhead.

“Data captured in any enterprise is sparse and replete with gaps, making it difficult to find and link useful data. Data and analytics leaders should use graph analytics as a preferred technology in specific use cases to fill data gaps and blend data assets even when they have diverse data quality,” says Gartner in its Exploring the Top Use Cases for Graph Analytics report, May 10, 2024, by Jim Hare and Mark Beyer.

Neo4j Aura Graph Analytics requires no infrastructure setup and no prior experience with graph technology or Cypher query language. Users seamlessly deploy and scale graph analytics workloads end-to-end, enabling them to collect, organize, analyze, and visualize data. The offering includes the industry’s largest selection of 65+ ready-to-use graph algorithms and is optimized for high-performance applications and parallel workflows. Users pay only for the processing power and storage they consume.

Additional benefits and capabilities below are based on customer-reported outcomes that reflect real-world performance gains:

Up to 80% model accuracy, leading to 2X greater efficacy of insights that go beyond the limits of traditional analytics. Accuracy is achieved by transforming graph structures into ML-ready features with graph embeddings, unlocking graph’s unique ability to uncover deeper patterns and relationships in complex connected data. Graph also dynamically aligns in real time as data changes, because it is driven by the connections between data points, not just the data itself. Advanced graph algorithms and embeddings, such as centrality, pathfinding, community detection, link prediction, and similarity, dramatically improve outcomes across hundreds of use cases such as fraud detection, anti-money laundering, disease contact tracing, customer 360, supply chain management, recommendation engines, and social network analysis.Insights achieved twice as fast as open-source alternatives with parallelized in-memory processing of graph algorithms. The offering’s ability to run different yet simultaneous DSML (data science and machine learning) research instances also improves data analyst productivity. Users can scale graph analytics across their organization with unlimited concurrent sessions, each running independently.75% less code, Zero ETL. Lower code is achieved by the ability to apply 65+ ready-to-use graph algorithms, eliminating the need to manually build models for each analysis. Users run the offering anywhere, directly on any enterprise data and in the data science environment most familiar to them by easily projecting data from Pandas dataframes, and with Zero-ETL. Users are also able to use the Python-based data science tools that they are already familiar with to project subgraphs, run algorithms, and return results.No administration overhead, and lower total cost of ownership. The fully managed serverless offering removes the burden of server provisioning, maintenance, or resource management. Users also minimize administrative costs and optimize infrastructure costs through a flexible pay-as-you-use service, scaling compute and storage up or down as needed for more precise spending control.

Neo4j Aura Graph Analytics is available for all data sources through Pandas dataframes in Python. According to GitHub, Python is the most commonly used language for AI. Support for all other major languages is expected this year.

Native integration with Snowflake to be generally available by Q3FY25

Neo4j Graph Analytics for Snowflake, a native integration with Snowflake, will be generally available this Q3 following its launch last year and numerous large-scale enterprise deployments. The move underscores mainstream demand for graph analytics across the most widely adopted data clouds, so that organizations across industries can operationalize data for faster and more accurate insights regardless of where that data lives. The offering can be purchased on Snowflake Marketplace.

Latest milestones driven by surging AI and graph demand

Neo4j’s new serverless offering builds on a series of milestones for Neo4j. In September 2024, Neo4j transformed its Aura cloud database management system portfolio with AI-ready capabilities to simplify and accelerate graph adoption across any use case or workload. The result enabled Neo4j to advance its position as the category leader and the preferred graph partner across all major cloud service providers due to its comprehensive offering, deployment flexibility, analytics, and strong community support, accelerated with GenAI.

In December, the company was recognized as a Visionary in the 2024 Gartner® Magic Quadrant for Cloud Database Management Systems for the second consecutive year. Neo4j also ranked as a Strong Performer among 14 top vendors in The Forrester Wave: Vector Databases, Q3 2024.

In November 2024, Neo4j doubled its annual recurring revenue in three years at a $2B+ valuation, driven by growing cloud adoption and GenAI demand. Neo4j is used by 84% of Fortune 100 companies and 58% of the Fortune 500, including Adobe, BT Group, Novo Nordisk, and UBS.

Visit our website and blog for more details.

Supporting quotes

Dor Shoef, Data Engineering Tech Lead, Resident Home
“At Resident Home, our e-commerce results are driven by real-time, accurate data. To achieve that, we moved to AuraDB with serverless graph analytics capabilities, given its combination of reliability, high availability, and powerful advanced algorithms. It was quick and easy: in less than a few hours, we were able to make the switch in our code and get it up and running. We could also scale up our graph analytics memory on-demand, for even faster results without touching the main instance’s configurations.”

Benjamin Squire, Principal Data Scientist, Audience Acuity
“Audience Acuity was founded to solve complex identity-resolution challenges. Our approach using Neo4j Graph Analytics for Snowflake ensures marketers stay ahead of the curve by stitching together records from 20 distinct data sources —encompassing 2.2 billion records— using SQL without ever moving the data. Neo4j’s graph-powered algorithms provided advanced insights offering a transformative edge over traditional methods.”

Devin Pratt, Research Director, Data Management, IDC
“Neo4j’s new serverless graph analytics solution, developed with ease-of-use and accessibility in mind, is an exciting move that will allow enterprises to scale analytics across any data source or cloud platform, transforming their data into a wealth of actionable knowledge and providing deeper insights for improved organizational decision-making.”

Sudhir Hasbe, Chief Product Officer, Neo4j
“Our vision with Aura Graph Analytics is simple: make it easy for any user to make better business decisions faster. By removing hurdles like complex queries, ETL, and costly infrastructure set-up, organizations can tap into the full power of graph analytics without needing to be graph experts. The result: better decisions on any enterprise data source, built on a deeper understanding of how everything connects.”

*According to customer benchmark data, Neo4j Aura Graph Analytics provides 50-80% greater accuracy in DS/ML models over traditional non-graph analytics models, resulting in 2x improvement in overall efficacy of their insights.

Attributions and Disclaimers
Gartner, Gartner® Magic Quadrant™ for Cloud Database Management Systems, Henry Cook, Ramke Ramakrishnan, Xingyu Gu, Aaron Rosenbaum, Masud Miraz, December 18, 2024.
GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved. Magic Quadrant is a registered trademark of Gartner, Inc. and/or its affiliates and is used herein with permission. All rights reserved. 
Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.

About Neo4j
Neo4j, the Graph Database & Analytics leader, helps organizations find hidden patterns and relationships across billions of data connections deeply, easily, and quickly. Customers leverage the structure of their connected data to reveal new ways of solving their most pressing business problems, from fraud detection, customer 360, knowledge graphs, supply chain, personalization, IoT, network management, and more – even as their data grows. Neo4j’s full graph stack delivers powerful native graph storage with native vector search capability, data science, advanced analytics, and visualization, with enterprise-grade security controls, scalable architecture, and ACID compliance. Neo4j’s dynamic open-source community brings together over 250,000 developers, data scientists, and architects across hundreds of Fortune 500 companies, government agencies, and NGOs. Visit neo4j.com.

Contact:
pr@neo4j.com
neo4j.com/pr

©2025 Neo4j, Inc., Neo Technology®, Neo4j®, Cypher®, Neo4j Bloom™, Neo4j Graph Data Science Library™, Neo4j® Aura™, and Neo4j® AuraDB™ are registered trademarks or a trademark of Neo4j, Inc. All other marks are owned by their respective companies.

View original content to download multimedia:https://www.prnewswire.com/news-releases/neo4j-launches-industrys-first-graph-analytics-offering-for-any-data-platform-302447530.html

SOURCE Neo4j

Continue Reading
Click to comment

Leave a Reply

Your email address will not be published. Required fields are marked *

Technology

RWA.LTD Announces Comprehensive Consumer Goods Token Ecosystem Layout at Hong Kong Web3 Festival, Leading the Launch of the Consumer RWA Alliance

Published

on

By

HONG KONG, April 24, 2026 /PRNewswire/ — During the Hong Kong Web3 Festival, RWA.LTD, the world’s first platform dedicated to consumer goods RWA (Real World Assets), officially announced the completion of its comprehensive consumer goods token ecosystem layout. At the event, the platform spearheaded the unveiling of the “Consumer RWA Alliance”. Positioned as the “Asian Consumer Goods Asset Trading Center,” RWA.LTD aims to enhance consumption efficiency through AI, reconstruct value distribution via Web3, and connect cross-city and cross-country consumer networks through tokens to accelerate the arrival of the “Smarter Consumer” era.

RWA.LTD stated that consumer goods RWA is not a single product, but a set of new infrastructure developed around consumption scenarios, the circulation of consumer rights, and brand interaction. Since CEO Fu, Rao Tony first proposed the concept of “Consumer Goods RWA” in late 2024, the team simultaneously prepared the RWA.LTD platform and completed Beta testing in September 2025. Following several months of iteration, the platform completed a comprehensive upgrade in mid-March 2026, marking RWA.LTD’s formal transition from the proof-of-concept stage to the ecological development stage.

RWA.LTD Ecosystem

In this public announcement, RWA.LTD systematically disclosed its four major ecological sectors for the first time. First, RWA.LTD | Mall (Winpoint Mall) was officially launched during the Hong Kong Web3 Festival, providing consumers with diverse brand rights driven by RWA Coin; current offerings include the CDAA (Chartered Digital Asset Analyst) Course, Matrix E-commerce Services, and more. Second, RWA.LTD | Exchange was fully launched in mid-March 2026 as a primary issuance and secondary trading market for consumer goods tokens, with plans to list 100 types of consumer goods tokens within the year to provide bidirectional exposure for brands and users. Third, RWA.LTD | Fund plans to collaborate with established VC funds to focus on brand token ecosystem construction and explore new paths for the synergistic development of consumer brands and on-chain capital. Fourth, RWA.LTD | Bot (rwaclaw.ai, rwabot.ai) has completed domain layout and is currently under development; it will provide consumers with real-time AI price comparisons, intelligent recommendations, and automated ordering tools to enhance decision-making efficiency and consumer experience.

RWA.LTD believes that the traditional consumer market has long suffered from information asymmetry, price opacity, and inactive membership systems, while the combination of blockchain and AI provides a new consumption model. By standardizing, digitizing, and placing consumer rights on-chain, consumers are no longer just end-buyers but can become active participants in the consumption network; brands are no longer limited to one-time interactions with consumers but can build stable, sustainable consumer relationships through on-chain tools.

Consumer RWA Alliance

At the Hong Kong Web3 Festival, the Consumer RWA Alliance, spearheaded by RWA.LTD, was inaugurated. The alliance aims to unite consumer brands, channel platforms, technology service providers, ecological partners, and cross-regional resource providers to jointly promote the co-construction of standards, ecological synergy, and scenario implementation for consumer goods RWA. The alliance members attending the unveiling ceremony included Dr. and Professor Lawrence Yu, Founder and Chairman of the Asia Pacific Economic Leaders’ Confederation; Dr. Wang Ping, President of the RWA Ecological International Federation and Chairman of the Asia Pacific M&A Fund; Dou Jun, Secretary General of the Hong Kong RWA Global Industry Alliance and Executive Secretary General of the Blockchain Professional Committee of the China Communications Industry Association (CCIA); Dr. Yu Jianing, Principal of Uweb Business School (Hong Kong) and Rotating Chairman of the Academic Committee of the Hong Kong Certified Digital Asset Analysts Association (HKCDAA); Dr. Jingle, Founder of Hong Kong Meta Strategy; Dr. Qiu Yueying, CEO of Winchain Technology; Tongjian Sun, CEO of INOVAI TECH K.K.; and Wen Hua, Director of the Australia & New Zealand Center of the Hong Kong RWA Global Industry Alliance, with RWA.LTD CEO Fu, Rao Tony serving as the Chairman. The establishment of the alliance marks an important step for consumer RWA moving from platform exploration to industry collaboration, signifying that the RWA narrative is extending from the relatively singular field of financial assets to the consumer industry which is more closely related to real life.

Industry insiders pointed out that the establishment of the Consumer RWA Alliance holds industry significance beyond platform business. On one hand, it helps break the market’s inherent impression of RWA as being “over-financialized” and encourages the outside world to re-recognize the application value of RWA as digital infrastructure in real consumption scenarios. On the other hand, it provides a new organizational framework for the Asian consumer market, making cross-regional brand cooperation, mutual recognition of consumer rights, and on-chain circulation mechanisms more operational. RWA.LTD stated that it hopes to promote the formation of a more diverse, open, and sustainable RWA world through the alliance mechanism, making RWA not just a synonym for asset securitization, but also a key driver for consumer innovation and industrial upgrading.

Regarding compliance issues of market concern, RWA.LTD provided a brief explanation in this announcement. Consumer goods tokens do not fall within the definition of “virtual assets” under Section 53ZRA of the Anti-Money Laundering and Counter-Terrorist Financing Ordinance (AMLO), as they are neither payment tokens nor governance tokens. Even if there is overlap in certain characteristics, the relevant tokens can ultimately be defined as “Limited Purpose Digital Tokens” under Section 53ZR of the AMLO, which are explicitly excluded from the scope of “virtual asset” in the AMLO. Based on this, RWA.LTD does not fall within the regulatory scope of the Virtual Asset Trading Platform (VATP) licensing regime. Meanwhile, the U.S. SEC’s previous No-Action Letter to the Fuse project, along with the definition of “Digital Tools” in the regulatory interpretation published on March 17, 2026, further supports the stance that consumer goods tokens are non-securities, non-commodities, and are not regulated under the virtual asset framework. RWA.LTD emphasized that the company consistently adheres to advancing product design and business development within a compliance framework and will continue to monitor regulatory dynamics in different jurisdictions.

The RWA.LTD team possesses a rich international background and overseas market experience, having long followed the development trends of the Web3 and RWA markets in Europe and the United States. The team observed early on that the Asian RWA market has long been concentrated on financial narratives with relatively monotonous scenarios, and platforms that truly integrate deeply with mass consumption and high-frequency lifestyle scenarios remain scarce. Consequently, the team began preparing the consumer goods RWA platform as early as 2024, hoping to take the lead in completing infrastructure, model verification, and resource integration before an industry consensus was formed.

RWA.LTD CEO Fu, Rao Tony pointed out that consumer goods RWA is currently one of the directions most likely to land and scale quickly. Compared to financial RWA, consumer goods RWA has a stronger efficient foundation in terms of compliance structure, user understanding, scenario adaptation, and promotion paths. Its core value lies in using blockchain technology to release liquidity that the consumer industry has long lacked, allowing consumer rights—which were originally fragmented, dormant, non-tradable, or difficult to circulate across regions—to achieve more efficient allocation and redistribution. Through this mechanism, the relationship between brands, platforms, and consumers will be redefined.

Fu, Rao Tony further stated that as the digitalization of the Asian consumer market continues to improve, the combination of consumer RWA and the real consumer industry is expected to release trillion-dollar economic potential in the future. For Hong Kong, this is not just an emerging Web3 track, but could become an important hub connecting international consumer networks with digital asset innovation. Hong Kong possesses unique advantages as an international financial center, an international trade center, and a highland for institutional innovation. If it can take the lead in forming scale synergy in the field of consumer RWA, it has the opportunity to occupy a leading position in the global wave of consumer asset digitalization.

In the future, RWA.LTD will continue to advance its layout around consumer goods RWA infrastructure construction, ecological cooperation expansion, alliance network improvement, and AI consumer tool research and development, exploring new on-chain paradigms for the consumer industry with more brands, institutions, and partners. As the Mall, Exchange, Fund, and Bot sectors gradually mature, RWA.LTD hopes to drive consumer RWA from concept to large-scale application, providing a more efficient, intelligent, and participatory new value network for the Asian and global consumer markets.

About RWA.LTD

RWA.LTD is positioned as the Asian consumer goods asset trading center, committed to enhancing consumption efficiency with AI, reconstructing consumer value distribution with Web3, and establishing cross-city and cross-country consumer alliance networks via tokens. The company focuses on the consumer goods RWA track, continuously promoting the digitalization of consumer rights, the circulation of consumer assets, and the synergy of the consumer ecosystem to explore the future consumption model of “Smarter Consumer”.

View original content to download multimedia:https://www.prnewswire.com/apac/news-releases/rwaltd-announces-comprehensive-consumer-goods-token-ecosystem-layout-at-hong-kong-web3-festival-leading-the-launch-of-the-consumer-rwa-alliance-302752501.html

SOURCE RWA.LTD

Continue Reading

Technology

Fox ESS Ranks No. 1 Globally in Residential Energy Storage

Published

on

By

WENZHOU, China, April 23, 2026 /CNW/ — Fox ESS, a global leader in renewable energy solutions, has been ranked No. 1 among residential energy storage providers worldwide for 2025, based on MWh shipments in S&P Global Energy’s Residential Energy Storage Market Tracker.

The report also places Fox ESS at No. 1 in Germany and the UK, highlighting the company’s momentum in key markets and expanding distribution footprint.

Compared with 2024, Fox ESS’s global market share rose 50% in 2025, reinforcing its position in a rapidly growing residential storage sector. The company has continued to scale internationally, with global headcount doubling from the end of 2024. As of April 2026, Fox ESS employs more than 5,000 people worldwide, and has added local support through new offices, including in Sydney, Australia.

“We’re thrilled for this remarkable achievement. It reflects our commitment to innovation and product quality, and to making clean, reliable energy practical for households around the world,” said Michael Zhu, CEO of Fox ESS. “We will continue pushing the boundaries to deliver solutions that help homes and businesses move toward energy independence.”

Notably, Fox ESS has launched the Champion’s Choice campaign globally, combining the endorsement of sports champions with recognition from prestigious organizations. With the first stop in Australia, the company signed Ian Thorpe, a five-time Olympic champion last December. The campaign underscores Fox ESS’s ambition to deliver better value for customers and partners.

Fox ESS is committed to building long-term trust with customers and partners. The company delivers reliable, high-quality energy storage systems engineered for consistent performance, supported by rigorous quality-control processes designed to help ensure every product meets the highest standards.

Fox ESS develops solutions that serve both installers and end users. With ongoing investment in R&D, the company stays ahead of evolving market needs, helping installers work more efficiently while enabling homeowners to move toward energy transition and reduce electricity costs.

With a team of more than 400 experts in R&D, Fox ESS continues to refine its product design for easier transportation, installation, and everyday use. The AI-powered FoxCloud app also makes energy management more intuitive, enabling users to monitor and control home energy consumption, manage smart devices, and track detailed generation and usage data in a single streamlined platform, delivering greater peace of mind.

View original content to download multimedia:https://www.prnewswire.com/news-releases/fox-ess-ranks-no-1-globally-in-residential-energy-storage-302752471.html

SOURCE Fox ESS

Continue Reading

Technology

Deepvein Mining Tech Wins NY Product Design Gold for Exploration Robotics

Published

on

By

SHANGHAI, April 23, 2026 /PRNewswire/ — Deepvein Mining Tech, a developer of robotic systems for mining operations, has received Gold at the 2026 NY Product Design Awards for its Intelligent Geological Mapping and Geochemical Sampling Quadrupedal Robots, a robotics series developed for mineral exploration in remote and high-risk field environments.

The NY Product Design Awards, organized by the International Awards Associate (IAA), recognize achievements in product design and industrial innovation worldwide.

Mining exploration has become increasingly costly and technically challenging as easily accessible deposits are depleted, particularly in remote and geologically complex regions where fieldwork can be slow, labor-intensive and operationally demanding.

Deepvein’s award-winning robotics series was developed to address those constraints through a combination of quadrupedal robotic hardware and integrated software systems. The solution supports route planning, equipment coordination, sample logging and geological data management, helping standardize field operations and reduce manual workloads.

Designed for geological mapping and geochemical sampling, the robotic units can autonomously perform targeted collection tasks while reducing repeated manual fieldwork. A single operating cycle can gather approximately 30 to 50 samples.

According to deployment data from company-operated mining assets in Africa, exploration data collection cycles were reduced from around 12 months to one week, while overall workflow costs fell by approximately 40%.

Beyond efficiency gains, the use of robotic systems in steep, high-temperature or hard-to-access areas can help reduce personnel exposure to hazardous conditions. Improved targeting and digital workflow management can also limit unnecessary surface disturbance during early-stage exploration.

Deepvein is developing a broader portfolio of mining robotics covering the industry lifecycle, with future applications expected in transport support, inspection, maintenance and site rehabilitation, alongside continued iteration of its exploration-stage systems.

View original content to download multimedia:https://www.prnewswire.com/news-releases/deepvein-mining-tech-wins-ny-product-design-gold-for-exploration-robotics-302752483.html

SOURCE Deepvein Mining Tech

Continue Reading

Trending