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The Weather Company Advances Global Weather Forecasting with First Operational Implementation of JEDI System

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Next-generation Weather Prediction Technology Will Lead to a Better Understanding of Forecast Uncertainty, Promising Up to 15% Improvement in Forecast Accuracy

ATLANTA, March 20, 2025 /PRNewswire/ — The Weather Company today announced it is now the first operational user of the Joint Effort for Data Assimilation Integration (JEDI), a groundbreaking weather forecasting framework developed by the Joint Center for Satellite Data Assimilation (JCSDA) and hosted by the University Corporation for Atmospheric Research (UCAR). This milestone implementation underscores The Weather Company’s commitment to pushing the boundaries of weather science and technology, especially with probabilistic forecasting to help improve decision making based on weather.

In an era where extreme weather events are increasingly impacting lives and economies, The Weather Company’s implementation of JEDI within its global high-resolution atmospheric forecasting system (GRAF) marks a significant step forward in weather prediction capabilities. Internal testing by The Weather Company indicates forecast accuracy improvements of up to 15% – a significant advancement in meteorological science – are possible as its team continues to unlock the full potential of JEDI with advanced weather observations.

Proprietary to The Weather Company, the existing GRAF model updates 6x more frequently and up to 3x the resolution compared to other leading global models.1 GRAF drives short-term forecasting for the day ahead, which is critical in planning for people and businesses.

In collaboration with JCSDA – a research center of excellence based on a multi-agency partnership among NOAA, NASA, and the U.S. Navy and Air Force, with key collaborators including the U.K. Met Office and the U.S. National Research Foundation National Center for Atmospheric Research (NSF NCAR) – this first commercial use of JEDI within GRAF demonstrates The Weather Company’s leadership in adopting cutting-edge technology to deliver meaningful weather insights to millions of consumers and businesses worldwide.

“As the first institution in the world to operationalize JEDI for weather forecasting, The Weather Company is not just implementing new technology – we’re revolutionizing how weather forecasting will be done in the future,” said Dr. Peter Neilley, SVP of science and forecasting operations for The Weather Company. “We continue our commitment to innovate in weather forecasting technology and collaborate with the scientific community to solve global problems such as the increasingly disruptive impacts of weather.”

JEDI provides the highest quality analysis available of the current state of the atmosphere, which is crucial in making future weather predictions. An open-community software seven years in the making, JEDI integrates vast amounts of eclectic and asynchronous observations – including radar, satellites, weather balloons, aircraft, weather stations and more – and turns them into a consistent format to be fed into forecast models like GRAF with unprecedented efficiency and accuracy.

“Weather doesn’t operate in silos, and neither should we,” said Dr. Thomas Auligné, director of the JCSDA. “This successful first implementation of JEDI demonstrates how cross-sector collaboration can help bridge the gap between government research and operational forecasting, ultimately driving breakthrough innovations that benefit society as a whole.”

As the first operational user of JEDI, The Weather Company will create benefits within its GRAF forecasts and insights shared with consumers and customers. For example:

Increased forecast accuracy: Improved data assimilation will enable material improvement in forecast accuracy and day-ahead skill for years to come, as the team continues to advance and upgrade the system.New cutting-edge weather observations: JEDI will enable The Weather Company to make better predictions by incorporating more types of weather observations into its GRAF system, such as specialized types of satellite observations, five-second updating data from aircraft, and mobile device pressure readings.Enhanced probabilistic forecasting: JEDI enables ensemble modeling, or multiple forecast runs, which delivers more accurate predictions of weather’s uncertainty. Seeing a range of potential outcomes can be crucial for critical decision making based on weather. An example of probabilistic forecasting can be seen in the newly released snowfall feature in The Weather Channel Premium app.

Behind the Technology: A New Era in Weather Forecasting
While recent attention has focused on single weather models, a high-performing prediction system requires much more than a single model. A true modeling system like GRAF has three basic components: (1) a data assimilation system that brings observational data into models; (2) a model core, which for GRAF is based on MPAS by NSF NCAR and tailored by The Weather Company team; and (3) a post-processing system that takes the model forecasts and turns them into useful products.

While media attention often highlights AI-based weather model cores, there is a growing body of evidence that the most important element in an accurate modeling system is the data assimilation. It serves as the foundation for all forecasting by providing more accurate initial conditions for weather predictions. Even newer AI models – such as the first-of-its-kind kilometer-scale model The Weather Company is developing with NVIDIA – will still benefit from physics-based models and technologies like GRAF and JEDI. And combining GRAF forecasts with artificial intelligence will also improve short-term precipitation forecasts, such as rain alerts down to the scale of a thunderstorm, to help people and businesses plan for what’s ahead.

As the world’s most accurate weather forecaster,2 The Weather Company’s comprehensive approach combines advanced data assimilation through JEDI, the MPAS-based GRAF modeling system, and AI-powered blending of approximately 100 forecast models – including both physics-based and AI-based models. Expert meteorologist oversight then helps deliver unparalleled accuracy for location-specific forecasts, particularly crucial for high-impact local weather events affecting communities and businesses worldwide.

This advancement will further enhance The Weather Company’s ability to provide the most accurate, actionable weather insights across its consumer and enterprise solutions. For more information about The Weather Company’s efforts and its impact on weather forecasting, visit weathercompany.com.

About The Weather Company
The Weather Company helps people and businesses around the world make more informed decisions and take action in the face of weather. With its deep industry expertise and highly accurate, high-volume weather data combined with advanced technology and AI, The Weather Company provides insights and solutions that harness the power of weather in a scalable, privacy-forward way. The world’s most accurate forecaster, the company serves hundreds of enterprise customers across media, advertising, aviation and more, and is trusted by hundreds of millions of monthly active users via digital properties from The Weather Channel (weather.com) and Weather Underground (wunderground.com). For more, visit weathercompany.com.

About JCSDA
The Joint Center for Satellite Data Assimilation (JCSDA, jcsda.org) is a collaborative research center hosted by the University Corporation for Atmospheric Research (UCAR). It brings together key U.S. operational agencies — including NOAA, NASA, the U.S. Air Force, and the U.S. Navy —— and collaborators — including the Met Office and NSF-NCAR —to advance the use of satellite data in weather, ocean, and environmental forecasting. At the heart of JCSDA’s efforts is the Joint Effort for Data assimilation Integration (JEDI), an open-source software initiative that accelerates the transition of research into the next generation of operational forecasting systems. By fostering interagency cooperation, harnessing state-of-the-art computational infrastructure, and engaging a broad scientific and user community, JCSDA ensures that satellite observations are fully leveraged to enhance environmental prediction capabilities..

About UCAR
The University Corporation for Atmospheric Research is a nonprofit consortium of more than 130 North American colleges and universities focused on research and training in Earth system science. It manages the U.S. National Science Foundation National Center for Atmospheric Research on behalf of NSF.

1GRAF model updates its global forecasts every hour, unlike other conventional global models that typically update every six hours. Current global weather models forecast down to 9-13 kilometers (5.6-8.0 miles), while GRAF forecasts down to 4 kilometers (2.4 miles).

2 ForecastWatch, Global and Regional Weather Forecast Accuracy Overview, 2017-2022, https://forecastwatch.com/AccuracyOverview2017-2022, commissioned by The Weather Company.

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SOURCE The Weather Company

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Hilco Global Engaged by Stan Lee Holdings to Sell Rare & Valuable Intellectual Property Portfolio

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NEW YORK, July 24, 2026 /PRNewswire/ — Hilco Global, a diversified financial services company that delivers expert professional services and capital solutions to help clients maximize value and drive performance across the business lifecycle, is pleased to announce that its IP Services practice has been engaged by Stan Lee Holdings, Ltd. (“SLH”) to sell a legendary portfolio of intellectual property developed by Stan Lee, the iconic “father of the super hero.” Known as the Omniverse Collection created by Stan Lee, the portfolio represents a treasure trove of original characters and source material developed by Stan when he was leading Marvel Comics and when he built Stan Lee Entertainment – the first super hero animation studio created for the Internet age. This rare and valuable collection of Intellectual Property encompasses dozens of compelling super heroes and stories conceived by Stan from 1999 to 2001 as well as a franchise comprising over 50 well-known characters – the only franchise of Marvel-created characters not owned by Marvel. Full details of the collection, including the individual characters, franchises, and story properties it comprises, will be released in the coming weeks.

Through this collaboration, Hilco Global will work alongside SLH and former EVP of Marvel Entertainment Shirrel Rhoades to find a new home for a body of largely underleveraged super hero and other characters, as well as world-building intellectual property. Numerous supporting  scripts, episodes, and development materials spanning Stan Lee’s career are also part of the offering.

“The Omniverse Collection created by Stan Lee is one of the most significant super hero IP offerings of the decade,” said Eric Hurwitz, Senior Director of the Hilco Global IP Services practice. “This large, diverse portfolio presents the opportunity to capitalize on untapped material with an unmatched pedigree. A buyer essentially has a blank slate to bring these characters to fans worldwide and expand on Stan Lee’s legacy. Hilco Global is thrilled to bring these assets to market, leveraging deep experience across intellectual property and media valuation, licensing, and transaction execution.”

Among the intellectual property being offered is a hidden gem; a connected entertainment universe of Stan Lee’s own creation. “This one-of-a-kind IP collection illustrates just how far ahead Stan was in understanding the future of entertainment,” observed Shirrel Rhoades, who was handpicked by Stan Lee to succeed him as publisher of Marvel. “What we’re bringing to market isn’t a collection of isolated ideas. It’s pieces of one larger vision, a living digital universe in which characters can be created, experienced, and expanded across every form of media.”

Parties can reach out to Ehurwitz@hilcoglobal.com to register interest. More information about the offering, the individual properties within the collection, and the sale process will become available soon.

About Hilco Global:  Hilco Global, a subsidiary of ORIX Corporation USA, is a diversified financial services company that delivers integrated professional services and capital solutions that help clients maximize value and drive performance across the retail, commercial and industrial, real estate, manufacturing, and intellectual property sectors. Hilco Global provides a range of customized solutions to healthy, stressed, and distressed companies to resolve complex situations and enhance long-term enterprise value. Hilco Global works to deliver the best possible result by aligning interests with clients and providing strategic advice and, in many instances, the capital required to transact. Hilco Global is based in Northbrook, Illinois and has more than 810 professionals operating on four continents. Visit www.hilcoglobal.com

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SOURCE Hilco Trading, LLC

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GR0 to Acquire Ultimate AI’s Deployment Division and Launch GR0 AI, Turning Brands’ Existing Customer Data Into Revenue

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The new company pairs GR0’s performance marketing distribution with Ultimate Deployment’s AI agents and customer intelligence to build AI revenue systems for DTC and ecommerce brands; in one early deployment, AI-led customer conversations were associated with more than $350,000 in sales.

LOS ANGELES, July 24, 2026 /PRNewswire/ — GR0, the Los Angeles-based digital marketing agency, today announced plans to acquire Ultimate Deployment and launch GR0 AI, a new company that builds and deploys AI revenue systems for direct-to-consumer (DTC) and ecommerce brands. GR0 AI combines GR0’s performance marketing expertise, client relationships and sales infrastructure with Ultimate Deployment’s technology and experience deploying AI agents inside operating businesses.

“AI is creating an entirely new performance channel for brands,” said Jon Zacharias, co-founder and president of GR0. “Most companies already have the traffic, customer data and demand. What they’re missing is an intelligent system that knows who to contact, what to say and when to say it. GR0 AI turns the customer signals brands already own into personalized conversations and measurable revenue.”

The approach is already producing results. In one early deployment, AI-led customer conversations were associated with more than $350,000 in sales during a period in which the brand generated approximately $1 million in total revenue. GR0 AI deployments include attribution and incrementality reporting so brands can measure both assisted and directly generated revenue.

GR0 AI deploys inside a brand’s existing commerce, CRM, email, SMS, phone and customer-data infrastructure. Its systems:

Identify and prioritize high-intent customers and prospects Personalize outreach and follow-up based on customer behavior and company data Conduct two-way conversations across messaging channels, recovering revenue from abandoned carts, dormant customers and unconverted leads Escalate complex or high-value opportunities to human sales and support teams Measure the revenue associated with AI-driven interactions

“Most brands do not have a demand problem.  They already have thousands of customers and prospects sitting inside their systems,” said Ben Ganz, founder of Ultimate Deployment. “We build the company brain, unify the data and deploy AI employees that act on that intelligence. The opportunity falls into two buckets: recover the demand a brand has already earned, and make sure no new opportunity slips through the cracks. GR0 gives us the distribution, market access and operating experience to bring this to hundreds of brands.”

Ganz has spent his career at the intersection of entertainment and technology. He began as a producer on American Idol before moving into digital leadership at Fox, then founded VEGO Pictures, a digital production and technology company that worked with major entertainment and consumer brands and served as in-house production partner to Kevin Hart’s Laugh Out Loud Network. He also co-founded a virtual events company that produced digital graduation experiences for hundreds of thousands of students during the COVID-19 pandemic.

From there, Ganz and his team moved to the frontier of consumer AI, creating what FOX News called Hollywood’s first AI interactive voice experience. They powered AI personalities for creators with a combined audience of 100 million followers and engineered the world’s first AI assembly line for replicating personalities at scale, work the Hollywood Reporter recognized as the “Real-life Her.”  Ultimate Deployment then turned that conversational AI expertise toward the enterprise, building systems that connect company knowledge, customer data, and operational software with AI agents capable of performing real, meaningful business work.

“Ben and his team have built something with the potential to become a major new revenue channel for ecommerce companies,” Zacharias said. “We have seen very few offerings create this level of excitement among sophisticated performance marketers.”

Every GR0 AI engagement begins with an intensive discovery and implementation process: the team interviews key employees, maps the company’s systems and builds a centralized intelligence layer around the business. Lead scoring and prioritization are connected to the brand’s CRM before customer-facing AI agents go live.

“The technical opportunity is clear, and our job is to make it just as clear commercially,” said Kevin Miller, founder and CEO of GR0. “A brand that works with GR0 AI will know exactly what is being installed, how quickly it goes live and what revenue it is producing.”

The acquisition is expected to close this quarter, subject to completion of definitive agreements. Financial terms were not disclosed.

Brands interested in early GR0 AI deployments can learn more at www.gr0.com.

About GR0

GR0 is a full-service digital marketing agency that helps DTC and ecommerce brands accelerate growth through data-driven performance marketing, creative strategy and emerging technology. Co-founded by Kevin Miller and Jon Zacharias, GR0 provides services across SEO, Generative Engine Optimization, paid media, email, SMS, creative, affiliate and marketplace growth, and was among the first agencies to build a dedicated GEO practice, which is recognized by VentureBeat as one of America’s premier Generative Engine Optimization agencies. GR0 is headquartered in Los Angeles. Learn more at GR0.com.

About Ultimate Deployment

Ultimate Deployment builds AI employees for growing companies. Founded by Ben Ganz, the company captures how a business operates, organizes its institutional knowledge, connects its systems and deploys AI agents that perform real operational work across sales, customer experience, marketing, finance and internal teams.

Before its enterprise focus, Ultimate Deployment’s team built consumer AI at entertainment scale, creating Hollywood’s first interactive voice experience, powering AI personalities for creators with a combined audience of 100 million followers and engineering the world’s first AI assembly line for replicating personalities’ work featured by Fox News and recognized by The Hollywood Reporter as the real-life Her.

About Ultimate AI

Ultimate AI, founded by Ben Ganz, is a holding company building AI across consumer and enterprise. It launched during the first wave of consumer generative AI as an early AI super app, bringing more than 100 AI tools and assistants into a single consumer platform that peaked within the top 10 of its Apple App Store category, according to company data. The company then expanded into creator AI, developing technology that lets public figures build interactive AI experiences around their personality, voice, knowledge and content. In 2024, Ultimate AI created Pookie Tools (widely known as the Hawk Tuah AI app), whose launch generated more than 400 million organic social media views and more than 10,000 downloads in its first seven days with no paid marketing, according to company data. It went on to develop real-time voice and personality products, including an experience Fox News described as Hollywood’s first real-time AI experience.

Ultimate Deployment, the enterprise arm that GR0 is acquiring, formed in March 2026 following the release of frontier agentic models from Anthropic and OpenAI, and applies that technology inside operating companies. It builds AI employees that capture how a business operates, unify its data and systems, and perform real operational work across sales, customer experience, marketing, finance and internal teams.

Company: GR0
Media Contact Name: GR0 Agency
Media Contact Email: press@gr0.com
Phone: +1 (310) 439-1887
Address: Los Angeles, CA, USA
Website: https://gr0.com/

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SOURCE GR0.com LLC

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Tech Mahindra and Cisco Partner to Bring AI-Driven Security Service Edge to Global Enterprises

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PUNE, India, July 24, 2026 /PRNewswire/ — Tech Mahindra (NSE: TECHM), a leading global provider of technology consulting and digital solutions to enterprises across industries, announced a partnership with Cisco to deliver an AI-driven Security Service Edge (SSE) offering for global enterprises. The joint offering will help enterprises reduce security complexity, improve visibility and control, deliver seamless user access, and strengthen resilience as they scale cloud, hybrid work, and AI adoption.

The partnership combines Tech Mahindra’s global managed services, integration, and delivery expertise with Cisco’s industry-leading Security Service Edge (SSE) platform (Cisco Secure Access) to provide unified, cloud-native security and seamless zero-trust access across users, devices, networks, and locations. For Tech Mahindra, the partnership strengthens its cybersecurity portfolio with differentiated, high-value managed security services, expands its addressable market, and accelerates pipeline growth in cloud security.

Saket Singh, SVP & Business Head – Digital Core Services (Cloud, Infrastructure, Network and Cyber Security Services), Tech Mahindra, said, “As enterprises increasingly operate in hybrid and distributed environments, security must evolve from siloed controls to unified, cloud-native platforms. Fragmented tools, inconsistent user experiences, and rising threats are creating visibility and control gaps as applications are accessed from anywhere. Through our partnership with Cisco, we are combining advanced SSE capabilities with Tech Mahindra’s managed services expertise to simplify operations, strengthen zero-trust enforcement, and deliver consistent, AI-powered protection at scale.”

By integrating a secure web gateway, cloud access security broker (CASB), zero trust network access (ZTNA), firewall-as-a-service, data loss prevention (DLP), and much more into a single platform, the offering simplifies security operations and delivers AI-powered protection. Enterprises benefit from end-to-end visibility, faster deployment, and a streamlined path to modernizing their security architecture while accelerating secure cloud adoption and cyber resilience. Additionally, as enterprises inevitably step into the agentic era, this solution provides robust and rapidly expanding protections for the use of generative AI and AI agents.

Raj Chopra, SVP & Chief Product Officer, Cisco Security Business Group, said, “Enterprises don’t need another tool to stitch into an already complex security stack. They need a simpler way to secure how work actually happens across users, devices, applications, clouds, and increasingly AI agents. Cisco Secure Access brings zero trust, identity context, and AI-powered protection into one cloud-delivered platform, helping teams enforce policy consistently while giving users seamless access from anywhere. Together with Tech Mahindra’s global managed services and integration expertise, we can help organizations modernize security operations, accelerate secure cloud and AI adoption, and move with confidence in the agentic era.”

The integrated SSE solution reinforces Tech Mahindra and Cisco’s leadership in unified cloud-security, helping enterprises simplify secure access, strengthen resilience and accelerate digital transformation in an increasingly distributed and AI-driven world.

 

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SOURCE Tech Mahindra

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