Technology

Kumo unveils world’s first Relational Foundation Model (RFM) for instant predictions on enterprise data

Published

12 months ago

May 20, 2025

Today, it takes months to build predictive models using machine learning — KumoRFM delivers results in seconds, with no manual effort.

MOUNTAIN VIEW, Calif., May 20, 2025 /PRNewswire/ — Kumo, a leader in predictive AI, announced today the launch of KumoRFM, which allows businesses to instantly generate accurate predictions, such as item recommendations, identifying customer churn, or detecting fraudulent transactions, directly from their enterprise data. The first-ever foundation model built for relational data, KumoRFM gives organizations of any size an off-the-shelf, cost-effective AI model that eliminates the need to manually build and train separate models for each predictive task. KumoRFM results in 20x faster time to value and delivers 30-50% higher accuracy compared to traditional approaches.

AI has completely transformed how businesses leverage text-based and unstructured data like documents, audio, video, and images. Yet, structured enterprise data — like customer records, transaction histories, and product catalogs — is the backbone of business decision-making, but remains largely untouched by this wave of AI innovation.

“To make predictions and business decisions, even the largest and most cutting-edge companies are using 20-year-old machine learning techniques on the enterprise data inside their data warehouses,” said Jure Leskovec, Co-Founder and Chief Scientist at Kumo. “Extending Transformer architecture beyond natural language took significant innovation and investment. We’re proud to bring to enterprise data what GPTs brought to text, and at a fraction of the cost.”

KumoRFM is the first model to deliver instant predictions on structured enterprise data, without the need for task-specific model training. While language models such as ChatGPT use their understanding of semantic meaning within text to generate the next word, KumoRFM uses its understanding of traits, behaviors, and relationships represented inside data warehouses to predict what business outcomes will be at a different time or in a different scenario. These predictions power critical business decisions, from flagging suspicious transactions to recommending products, personalizing marketing offers, and selecting which ads or content to display. All of which have a direct impact on revenue.

Data science teams, developers, and engineers can connect KumoRFM to their data warehouse through an API, and KumoRFM can begin immediately identifying patterns within the enterprise’s data and make business-critical predictions, like customer churn, personalized customer recommendations, and fraud detection. Unlike traditional approaches that require building and training separate models for each such predictive task, KumoRFM is zero-shot, enabling accurate predictions without the need to even train or specialize the model. This shift allows AI and engineering teams to get predictions for different use cases in real-time, letting them explore and ship applications faster. KumoRFM is trained solely on synthetic enterprise-like data, which makes the model compact and inference cost-effective.

“AI tools like chatbots and content generators have shown what’s possible with language, but there’s a missing piece when it comes to enterprise data, and KumoRFM fills that gap,” said Vanja Josifovski, Co-Founder and CEO at Kumo. “The game changes completely when AI connects with business data. That’s when we see the needle move. Real numbers, real ROI, and real business impact.”

KumoRFM is a pre-trained Relational Graph Transformer model, enabling it to learn across multiple tables of structured enterprise data. KumoRFM works out of the box, delivering instant predictions with accuracy on par with manual models. When fine-tuned to a specific task, KumoRFM delivers 30-50% higher accuracy compared to traditional approaches. The model is built on years of research in Graph Neural Networks (GNNs) and Graph Transformers, a field pioneered by Jure Leskovec and several members of the Kumo team. This core technology, available through an API, already powers Kumo’s existing platform, which is used by more than 20 enterprise clients, including DoorDash, Databricks, Snowflake, and Reddit. To get started, visit Kumo.AI.

Follow Kumo

LinkedIn: https://www.linkedin.com/company/kumo-ai/
X (formerly Twitter): https://twitter.com/Kumo_ai_team
Kumo Research: https://kumo.ai/research/

About Kumo

Kumo transforms how businesses create predictions from their data warehouse, using AI to quickly build high-performing machine learning models that help data scientists better predict user and customer behaviors with best-in-class accuracy. The company was founded by three PhDs who have held executive leadership and academic positions at Pinterest, Airbnb, LinkedIn, and Stanford. Kumo has raised $37 million in funding and is backed by Sequoia Capital. Kumo is reshaping the future of applications, making predictive AI accessible and practical for companies of all sizes. To learn more, visit kumo.ai.

Contact:

Ali Goldberg
Concrete Media for Kumo
kumo@concrete.media

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SOURCE Kumo.AI

Technology

FranklinWH Introduces Enhanced 15 kWh aPower in Australia and New Zealand

Published

1 hour ago

May 3, 2026

Expansion comes as policy shifts and rising power costs accelerate demand for residential energy storage

SYDNEY, May 4, 2026 /PRNewswire/ — FranklinWH, a leading provider of whole-home energy management and battery storage solutions, today announced the launch of its enhanced 15 kWh aPower battery in Australia and New Zealand, as demand for residential energy storage continues to grow, driven by evolving policy settings and increasing interest in energy independence.

The updated aPower builds on the company’s established platform, increasing usable capacity from 13.6 kWh to 15 kWh and raising warrantied throughput from 43 MWh to 60 MWh, an increase of 40 percent. These updates deliver more usable energy over the life of the system while maintaining the same footprint and price.

“The energy landscape is shifting quickly, and more homeowners are thinking beyond the upfront specs to what really pays off over time,” said Steve Ruskin, General Manager of FranklinWH Australia. “This upgrade is about delivering more performance over the life of the system, more usable energy, greater throughput, while staying true to our ‘buy once, buy right’ philosophy.”

The increase in warrantied throughput translates into savings for homeowners. Based on typical usage patterns and an electricity rate of A$0.35 per kilowatt-hour, the additional throughput may represent up to approximately A$5,950 in value over the lifetime of the system. The increase in usable capacity also improves energy density, lowering the effective cost per kilowatt-hour and supporting more efficient use of stored energy.

The 15 kWh configuration also aligns with current and upcoming policy frameworks benefitting residential battery adoption. This includes the updated Cheaper Home Batteries Program, with changes coming into effect for Australian homeowners from 1 May, 2026, helping households maximise value as incentives continue to evolve.

As the residential battery market expands, FranklinWH continues to focus on reliability and system performance. The aPower incorporates design elements to support durability, including structural reinforcement to reduce cell stress over time, per-cell temperature monitoring, and the separation of the battery pack and control systems to maintain reliable performance.

“We believe performance should be measured over years, not just at installation,” Ruskin added. “We focus on building systems that deliver consistent, reliable results over time. That long-term perspective is what ultimately defines value for homeowners.”

The aPower is designed to operate as part of the FranklinWH System, an integrated home energy management platform that coordinates energy generation, storage, and consumption. The system is designed to optimise multiple energy inputs, provide reliable backup power, and support more efficient and independent energy use at the household level.

About FranklinWH

FranklinWH Energy Storage is the manufacturer of the FranklinWH System. FranklinWH is a market-oriented, research-driven company focused on next-generation residential energy management and storage solutions. Located in Macquarie Park, Sydney with a global head office in the San Francisco Bay Area, FranklinWH’s team has decades of experience in energy systems, from design, through manufacturing, to sales and installation. FranklinWH is AVL-listed with multiple financial institutions.

Contact: Media@franklinwh.com

View original content to download multimedia:https://www.prnewswire.com/apac/news-releases/franklinwh-introduces-enhanced-15-kwh-apower-in-australia-and-new-zealand-302759086.html

SOURCE FranklinWH Australia Pty Ltd

Technology

Peninsula Visa Launches Comprehensive OCI Processing Services

Published

3 hours ago

May 3, 2026

Peninsula Visa, a trusted leader in immigration and visa processing services with over 50 years of expertise, today announced the launch of its comprehensive Overseas Citizen of India (OCI) processing services. To celebrate this milestone, Peninsula Visa is offering new users an exclusive 20% discount with promo code OCI20 at checkout.

SAN JOSE, Calif., May 3, 2026 /PRNewswire-PRWeb/ — Peninsula Visa, a trusted leader in immigration and visa processing services with over 50 years of expertise, today announced the launch of its comprehensive Overseas Citizen of India (OCI) processing services. To celebrate this milestone, Peninsula Visa is offering new users an exclusive 20% discount with promo code OCI20 at checkout.

For 50 years, Peninsula Visa has helped families navigate immigration. OCI processing is one of our most impactful services, connecting the Indian diaspora to their heritage. We’re proud to bring our expertise to help families secure OCI status with confidence. Evan James, CEO

A Full Suite of OCI Services

Peninsula Visa’s OCI services cover every stage of the OCI lifecycle, ensuring that members of the Indian diaspora receive expert support from start to finish.

The four service types now available are:

New OCI Application — For foreign nationals of Indian origin, spouses of Indian citizens or existing OCI card holders, and minor children with at least one Indian parent applying for OCI status for the first time.OCI Card Renewal — For card holders whose OCI card has expired, or whose linked passport has been renewed or replaced and requires an updated booklet.Re-issuance (Age Milestones) — OCI cards must be re-issued when minors reach the age of 18 and again when card holders turn 50, due to significant changes in appearance. Peninsula Visa guides clients through both transitions seamlessly.Miscellaneous OCI Services — Covering corrections to existing records, lost or damaged card replacement, address changes, and other administrative updates to the OCI file.

Why Choose Peninsula Visa for Your OCI Application

Peninsula Visa brings decades of institutional knowledge and a client-first philosophy to every OCI case.

Key value propositions include:

Expert Guidance — Dedicated OCI specialists with deep knowledge of consulate requirements, eligibility rules, and documentation standards across all service types.High Approval Rate — A meticulous multi-stage review process that identifies and resolves issues before submission, dramatically reducing the likelihood of rejection or delay.Fast Turnaround — Standard processing in 12-15 Business Days for most OCI service types, with real-time status updates throughout the process.End-to-End Support — Personalized document checklists, secure document uploads, expert form preparation, consulate submission, and post-submission tracking — all in one place.

Launch Promotion

Save 20% on any OCI service — new users only

OCI20

Enter code OCI20 at checkout. Available to new users. No expiration date.

Leadership Perspective

“For 50 years, Peninsula Visa has helped individuals and families navigate the complexities of immigration documentation. OCI processing is one of the most impactful services we have ever added — it directly connects the Indian diaspora to their heritage country in a lasting, meaningful way. We are proud to bring our proven expertise and client-centric approach to this important service, and we look forward to helping thousands of families secure their OCI status with confidence.”

Founded in 1975, Peninsula Visa has built its reputation on precision, transparency, and a genuine commitment to client outcomes. The addition of OCI processing services reflects the company’s ongoing mission to expand its offerings to meet the evolving needs of immigrants and their families across the United States.

Get Started Today

Eligible applicants can begin their OCI journey by visiting Peninsula Visa’s dedicated OCI Services page. New users can take advantage of the 20% launch discount by entering promo code OCI20 at checkout when selecting any OCI service type.

Media Contact

Evan James, Peninsula Visa, 1 4087277515, media@peninsulavisa.com, https://peninsulavisa.com/

View original content to download multimedia:https://www.prweb.com/releases/peninsula-visa-launches-comprehensive-oci-processing-services-302760544.html

SOURCE Peninsula Visa

Technology

Peninsula Visa Launches Comprehensive OCI Processing Services

Published

3 hours ago

May 3, 2026

A Full Suite of OCI Services

Peninsula Visa’s OCI services cover every stage of the OCI lifecycle, ensuring that members of the Indian diaspora receive expert support from start to finish.

The four service types now available are:

Why Choose Peninsula Visa for Your OCI Application

Peninsula Visa brings decades of institutional knowledge and a client-first philosophy to every OCI case.

Key value propositions include:

Launch Promotion

Save 20% on any OCI service — new users only

OCI20

Enter code OCI20 at checkout. Available to new users. No expiration date.

Leadership Perspective

Get Started Today

Media Contact

Evan James, Peninsula Visa, 1 4087277515, media@peninsulavisa.com, https://peninsulavisa.com/