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With NVIDIA Cosmos Curator, Milestone announces a platform to enable access to data and train AI Models

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Milestone NVIDIA

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.  

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PNY Strengthens its Global Commercial Presence with Strategic New Hires in Maghreb, India, and Saudi Arabia

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PNY

PNY Technologies is pleased to announce the addition of three new members to its sales team, reinforcing its commitment to international growth and enhanced customer support across key strategic regions: Maghreb, India, and the Kingdom of Saudi Arabia.

Joining the team are Gader Muhsen, Sumedh Mohite, and Saqer Alanazi – experienced professionals who bring valuable local expertise and will play a central role in supporting PNY’s continued expansion in these markets.

In their new roles, they will represent the entire PNY ecosystem, covering both consumer and professional solutions. This includes a comprehensive range of components such as NVIDIA GeForce graphics cards, SSDs, and memory modules for the consumer market. On the professional side, they will promote PNY’s full range of NVIDIA RTX professional GPUs, as well as advanced AI solutions encompassing servers, datacenter infrastructure, Edge AI technologies, software, and services – delivering end-to-end support from design through to deployment.

Gader Muhsen, who will be responsible for the Maghreb region, brings a strong background in business development across the region and joins as Key Account Manager.

Sumedh Mohite joins as Key Account Manager for West India, bringing extensive experience in new business development and sales across diverse industries.

Saqer Alanazi, appointed Key Account Manager for Saudi Arabia, has several years of account management experience with both Saudi and international firms.

“These strategic appointments reflect our commitment to deepening our local presence and delivering even more personalized support to our clients,” said Jérôme Bélan, CEO at PNY. “We are very happy to have Gader, Sumedh, and Saqer on board as we continue to grow in these high-potential regions.”

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Tally Solutions Transforms Banking for SMEs with the Launch of TallyPrime 6.0

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TallyPrime

In a significant move to empower SMEs with smarter financial management, Tally Solutions has announced the launch of TallyPrime 6.0. This latest unveiling introduces advanced banking integration, transforming how businesses handle bank reconciliation and automated accounting. By bridging the gap between banking and accounting, TallyPrime 6.0 ensures seamless automation that enhances accuracy at every step, helping SMEs streamline operations and focus on growth.

With this new launch, Tally Solutions enables businesses to reconcile bank transactions effortlessly through intelligent automation and minimizing errors. This latest update employs smart matching algorithms to identify unreconciled transactions, ensuring faster bookkeeping and real-time financial clarity. In addition to these features, SMEs can now streamline the creation of payment and receipt vouchers by importing bank statements directly into TallyPrime.  These enhancements significantly improve financial efficiency, allowing businesses to make informed strategic decisions with confidence.

Commenting on the launch, Vikas Panchal, General Manager – MENA, Tally Solutions, said, “At Tally, we have always worked towards creating technology that can ease business operations for SMEs. The launch of TallyPrime 6.0 represents a major leap forward in simplifying financial operations for the small and medium business community. By integrating banking functions directly into our platform, we are eliminating redundant workflows and enhancing financial management. Our commitment remains focused on providing innovative solutions that align with the UAE government’s vision for a thriving and digitally empowered SME sector.”

Furthermore, the new release introduces action-driven financial reports, providing deep insights into transaction histories, cash flow, and reconciliation status. With bilingual invoice printing, businesses operating in markets like Kuwait and Qatar can now generate invoices in both English and Arabic on a single document, reducing printing costs and ensuring compliance with local regulations.

A comprehensive business management software, TallyPrime also offers seamless professional communication via WhatsApp, intuitive report dashboards, and enhanced document-sharing capabilities, ensuring that customers, accountants, and everyone within the business network stay connected at every stage. Complementing these features, Tally Solutions’ local data centers in the UAE enable TallyPrime Cloud Access, allowing organizations to securely access their key financial data from any location at any time for greater flexibility and efficiency.

With TallyPrime 6.0, Tally Solutions continues to redefine business management for SMEs, offering a seamless bridge between banking and accounting. By simplifying financial operations and enhancing automation, TallyPrime 6.0 empowers businesses to operate with greater accuracy and control. As a trusted partner for SMEs, Tally remains committed to innovation, ensuring businesses across the GCC can navigate financial complexities with ease and confidence.

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Vertiv Announces Global Launch of Overhead Prefabricated Infrastructure Portfolio to Accelerate Data Center Deployment

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Vertiv

Vertiv recently announced the launch of Vertiv SmartRun, a modular prefabricated overhead infrastructure system designed to integrate high-density power distribution busbar, liquid cooling piping network, hot-aisle containment, and network infrastructure into a single, scalable solution, supporting an accelerated data center fit-out. This all-in-one solution reduces complexity and accelerates deployment times of cloud and AI training applications for greenfield and retrofit colocation and hyperscale data centers.

Deploying Vertiv SmartRun delivers significant advantages in scalability and efficiency, providing end-to-end speed and adaptable configurations to meet various design requirements. With prefabricated assembly, plug-and-play design, and a simplified one-lift installation process, Vertiv SmartRun can deploy up to 85% faster on-site than traditional stick-build methods, enabling datacenter installations greater than 1MW per day with just a single crew. The pre-designed system reduces labor needs for engineering review and installation of busway, piping, network cabling, and hot-aisle containment systems, offering a streamlined approach to integrating overhead infrastructure

The system also addresses the whitespace challenges of incorporating new heat removal technologies into AI datacenters, by integrating a secondary fluid network into the Vertiv SmartRun design. Prefabricated stainless steel piping systems mitigate complexity of design, fabrication, and startup, providing a single source for end-to-end data center liquid cooling support.

“As digital infrastructure demands evolve, organizations require solutions that accelerate growth without adding complexity,” said Viktor Petik, senior vice president, infrastructure solutions at Vertiv. “Vertiv SmartRun is a strategic investment in high-density, prefabricated infrastructure that brings operational agility and enables seamless expansion to support the future of high-density computing.”

Vertiv SmartRun is backed by Vertiv Liquid Cooling Services and Vertiv Services, a global network of trained experts available to provide comprehensive support for the installation, maintenance, and optimization of liquid cooled infrastructure, supporting efficient thermal management and long-term reliability in high-density environments.

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