Tech News
With NVIDIA Cosmos Curator, Milestone announces a platform to enable access to data and train AI Models
Leveraging the NVIDIA platform, Milestone Systems’ Project Hafnia is aiming to be a leading service for data generators, to share and utilize their data, and for developers, to access traceable and regulatory-compliant annotated video data.
Milestone’s goal is to put the latest advances in Vision Language Models (VLM) and supporting data curation capabilities in the hands of as many developers as possible. One of the first service offerings is a VLM, fine-tuned using NVIDIA fine-tuning microservices on a large volume of compliant transportation data, curated using NVIDIA Cosmos Curator.
The VLM’s accuracy and performance optimizations are tuned for running on NVIDIA GPUs and in NVIDIA’s video search and summarization (VSS) AI blueprint.
“By leveraging the NVIDIA platform, Milestone Systems is helping accelerate this next wave of powerful visual services,” says Deepu Talla NVIDIA Vice President and General Manager — Embedded and Edge Computing. “The next phase in development and adoption of visually perceptive Agentic AI services will be unlocked by recipes like NVIDIA VSS blueprint combined with widely available and accessible fine-tuned VLM models,” he says.
Access to data
Milestone Systems is aggregating compliant data through its global network of partners and customers in video data management. These organizations seek to leverage their own data to develop smarter analytics and will be able to benefit from the platform, which can be utilized to train AI models on sufficient, compliant data.
“Artificial intelligence is our generation’s biggest game-changer. A major challenge for the ongoing development is having access to enough high-quality data for training AI models. The Project Hafnia platform will collect and curate data with the aspiration to be the world’s smartest, fastest and responsible platform for video data and training of AI models,” says Thomas Jensen, CEO of Milestone Systems.
Additionally, Project Hafnia will remove major friction points and provide smooth and seamless access to data. Driven by NVIDIA Cosmos Curator data curation, the service will speed up developing AI and analytics – up to 30 times faster than today’s standards.
Accuracy and speed
Milestone Systems will offer two services:
- A cutting-edge service for AI model training with high-quality video data through Training as a Service, where software developers can access quality data to train AI-models
- A new Visual Language Model as a Service for smart city transportation and Intelligent Traffic Service use-cases that will be industry leading in performance.
With new high-quality data and improved annotation, future analytic software for applications such as traffic management, manufacturing, airports, law enforcement, and business could achieve accuracy high enough to enable large-scale automation of operations and surveillance like never before.
Traffic Management VLM
By leveraging the NVIDIA platform, Milestone Systems has taken the first step in developing a market leading traffic and transportation Visual Language Model (VLM). The model supports a range of use cases, including general traffic assessments, driving condition evaluations, alert validation, and incident reporting.
Tech News
TALLY SOLUTIONS OPENS NOMINATIONS FOR THE 6TH EDITION OF TALLY MSME HONOURS, CELEBRATING INSPIRING ENTREPRENEURS

Tally Solutions, a leading international technology provider of business management software, has announced the launch of the sixth edition of its flagship annual initiative, Tally MSME Honours. With an aim to recognize and celebrate emerging entrepreneurs, the initiative builds on the momentum of five successful years and continues to champion the future of the UAE’s MSME ecosystem by spotlighting innovation, resilience, and meaningful impact.
Over the last five editions, Tally MSME Honours has received more than 70,000 nominations globally, with over 20% of entries from women-led ventures, making it one of the biggest global platforms to celebrate MSMEs. This year, Tally expects 20,000 nominations across categories. The honours will also bring forth MSME success stories from across India, Africa, Bangladesh, and Nepal, in addition to the Middle East. The entries can be submitted by interested businesses or people who know such businesses via this link.
As part of this year’s edition, participants can submit video entries, ensuring representation from different emirates across the UAE. To further strengthen the evaluation process, Tally is also deploying an AI-led shortlisting framework that will help validate and assess entries more comprehensively by analyzing publicly available business information, ensuring deserving businesses receive due recognition for their impact and growth.
Speaking about the initiative, Vikas Panchal, General Manager – MENA, Tally Solutions, said, “MSME Honours is not just an award platform; it is a celebration of the resilience, ambition, and entrepreneurial spirit that drives small businesses forward every day. Across the UAE and the wider MENA region, we continue to witness inspiring MSMEs building innovative businesses, creating employment, and contributing meaningfully to economic growth. This becomes even more relevant as the UAE continues to place strong focus on strengthening its SME ecosystem as a key pillar of the country’s long-term economic vision. Through MSME Honours, we aim to spotlight these stories of determination and impact, while encouraging more entrepreneurs to share and celebrate their journeys.”
With a strong focus on enabling long-term growth and visibility, Tally MSME Honours extends beyond recognition to create a platform that continuously supports entrepreneurial journeys. Over the years, past winners have become part of a growing network of business leaders and changemakers, gaining opportunities to participate in industry discussions, ecosystem forums, and business-led conversations. These engagements help entrepreneurs showcase their journeys, build meaningful collaborations, exchange insights, and further strengthen their impact within the broader MSME ecosystem.
Tally MSME Honours 2026 will feature the following award categories:
- Business Maestro: Established businesses that have mastered the art of thriving and sustaining success.
- Wonder Woman: Outstanding women-led businesses making a remarkable impact.
- NewGen Icon: A new generation of business owners innovating and paving the way for exponential growth.
- Tech Transformer: Businesses leveraging new technology to drive efficiency and scale.
- E-preneur Icon: Purpose-driven businesses contributing meaningfully to society and the environment
The entries will be judged by an esteemed panel comprising experts from the field of technology, the MSME domain, and the media.
Tech News
BELKIN’S LILYPAD IPAD CASE TURNS THE FAMILY IPAD INTO A FUN, FRIENDLY SIDEKICK INSPIRED BY DISNEY AND PIXAR’S “TOY STORY 5”

Belkin, a global leader in consumer electronics for over 40 years, today announced a real-world special edition iPad case inspired by Lilypad, the high-tech frog-shaped smart tablet character from Disney and Pixar’s “Toy Story 5,” in theaters June 18.
Designed to transform an iPad into a fun character companion, the Lilypad iPad Case blends protection with subtle character-inspired features, turning tablet use into an imaginative, playful experience connected to the world of “Toy Story 5.”
“Lilypad represents a modern take on how kids interact with technology,” said Steve Malony, CEO of Belkin. “With this collaboration, we wanted to create an accessory that captures the character’s personality while still delivering the quality, durability, protection, and thoughtful design families expect from Belkin.”
Turning an iPad into Lilypad
Designed, for families and Disney collectors, the Lilypad iPad Case combines durable EVA foam construction with character-inspired details like a built-in carry handle and foldable kickstand, allowing users to comfortably hold, carry, and use their device for watching, drawing, or learning on the go.
Key features include:
- Official Lilypad Character Design – Inspired by Lilypad from Disney and Pixar’s “Toy Story 5,” the case gives iPad (10th and 11th generation) expressive eye details and a character-inspired design.
- Kid-Proof Protection – Durable EVA foam construction helps absorb bumps and drops during everyday play.
- Soft, Grippy Edges – Easy for small hands to hold securely, helping reduce slips and accidental drops.
- Built-In Carry Handle – Integrated handle provides easy portability, designed to keep up with everyday use.
- Built-In Kickstand – Foldable kickstand supports hands-free viewing for drawing, watching, or playing.
- Exclusive Digital Wallpapers – Each case includes a QR code to download complimentary Lilypad-themed wallpapers for home and lock screens, making the iPad feel even more like the character.
- Safe & Parent-Approved Materials – Made with non-toxic materials and wipe-clean surfaces for easy maintenance.
Tech News
VERTIV EXPANDS LIQUID COOLING PORTFOLIO IN EMEA TO ACCELERATE AI‑READY DATA CENTER DEPLOYMENTS
Vertiv (NYSE: VRT), a global leader in critical digital infrastructure, today announced the expansion of its end-to-end thermal chain with the availability of the Vertiv™ CoolChip CDU 2300 and Vertiv™ CoolChip Fluid Network Row Manifolds in Europe, Middle East and Africa (EMEA). These liquid cooling technologies support the growing demands of AI and high-density, next-generation compute to help customers deploy high-density infrastructure faster and operate more efficiently.
The Vertiv CoolChip family is a core building block of the Vertiv thermal chain, an end-to-end portfolio including direct-to-chip cooling, immersion cooling, rear-door heat exchangers, coolant distribution, heat rejection, intelligent controls, and lifecycle services into a single, cohesive thermal management system.
The newly announced solutions will be on display at Datacloud Global Congress in Cannes (June 1–4), where Vertiv will participate as a Patron Sponsor and showcase its latest technologies at booth n. 123.
“The rapid growth of AI workloads is driving a fundamental shift in how data centers are designed, cooled, powered and operated,” said Paul Ryan, president for EMEA at Vertiv. “At Datacloud Global Congress, we’re showing how Vertiv is expanding its end‑to‑end portfolio, combining high-density power solutions, liquid cooling, heat rejection, intelligent controls, and lifecycle services, to help customers deploy AI-ready infrastructure faster and operate more efficiently over time.”
As a critical link in the Vertiv™ thermal chain, the Vertiv CoolChip CDU 2300 is a liquid-to-liquid coolant distribution unit delivering 2.3 MW of cooling capacity in a compact footprint, offering one of the highest capacity-to-footprint ratios available in the market. Its smaller cabinet supports flexible placement, including in‑row or in adjacent mechanical areas, helping operators reduce floor space requirements and the number of CDUs needed in large‑scale, high‑density deployments.
Vertiv™ CoolChip CDU systems span from 100 kW to 2.3 MW and support direct‑to‑chip liquid cooling as well as rear‑door heat exchangers. The integrated Vertiv™ CoolChip CDU controller allows temperature and flow to adapt to workload demands, while features such as redundancy, unit‑to‑unit communication, and remote monitoring help enhance system availability and simplify operations. This controller-level intelligence enables the CDU to operate in coordination with other elements of the thermal chain, enabling consistent thermal performance across the entire infrastructure.
Complementing the CDU within the thermal chain architecture, the new Vertiv™ CoolChip Fluid Network Row Manifolds provide the physical connectivity layer between coolant distribution units, server-level cooling hardware, and heat rejection systems. Each manifold assembly is flushed, passivated, pressure-tested, and sealed to deliver superior cleanliness, corrosion resistance, and leak-free performance. The configurable design provides full system compatibility across direct-to-chip cooling, immersion cooling, and rear-door heat exchangers while simplifying coolant routing. It also enables fast deployment for new builds or retrofits, helping operators scale liquid-cooling infrastructure in weeks rather than months.
Vertiv complements its portfolio with Vertiv™ Liquid Cooling Services, covering design support, installation, and ongoing maintenance. This lifecycle approach is designed to help customers maximize efficiency, maintain system availability, and support consistent performance as liquid cooling becomes an integral part of modern data center operations.
Vertiv experts will be available throughout Datacloud Global Congress at booth #123 to discuss Vertiv’s end‑to‑end portfolio of power, cooling, and converged infrastructure solutions designed to support high‑density, AI‑ready data centers. Explore insights and resources at Vertiv.com/AI.
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