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
UAE EXIT FROM OPEC SIGNALS SHIFT IN OIL MARKET DYNAMICS, SUPPORTING ABU DHABI ENERGY STOCKS

The recent rise in Abu Dhabi-listed energy stocks reflects growing investor confidence in the UAE’s increased strategic flexibility following its exit from OPEC, according to Sam North, Market Analyst at eToro.
North explained that markets are not pricing in an immediate surge in oil production, but rather a longer-term shift in optionality. “The move is being interpreted as a structural change that allows the UAE to monetise its expanded production capacity more efficiently,” he said. “This creates a clearer growth narrative across upstream activity, drilling, infrastructure, gas processing and dividend potential.”
However, he cautioned that higher output is not guaranteed in the near term. “Production cannot simply ramp up overnight. Logistics, regional security risks and the broader oil price reaction remain critical constraints. If additional supply materially lowers crude prices, it could offset gains from higher volumes,” he added.
OPEC Influence Faces Pressure, but Not Collapse
While the UAE’s departure raises questions about OPEC’s long-term cohesion, markets are not yet pricing in a full breakdown of the cartel’s pricing power. Instead, North noted a gradual shift. “This is more than a short-term disruption, but it is not the end of OPEC. The real risk is fragmentation over time if members prioritise individual revenue over collective discipline.”
Investors are increasingly monitoring key indicators to assess whether market control is shifting. These include compliance levels among remaining OPEC+ members, rising supply from non-OPEC producers such as the US, Brazil and Guyana, as well as inventory builds and oil futures pricing trends.
“OPEC’s influence is ultimately measured by whether its decisions continue to move physical barrels and prices, not by official statements,” North said.
Oil Prices Supported by Geopolitical Risk
Despite expectations of increased supply, oil prices remain supported by geopolitical tensions, particularly around the Strait of Hormuz. Brent crude trading near elevated levels reflects this balance between supply expectations and risk premiums.
“The UAE’s potential output acts more as a stabilising force preventing extreme price spikes, rather than driving a sustained sell-off,” North noted. “Around a quarter of global seaborne oil passes through Hormuz, so any disruption continues to embed a premium in prices.”
Diverging Impact Across Energy Equities
Energy equities are responding unevenly to the evolving landscape. Companies with direct exposure to UAE production growth and infrastructure are benefiting from increased activity expectations, while global oil majors face a more mixed outlook.
“Higher volumes support services and investment, but a weaker OPEC framework could lower long-term price floors,” North said. “Investors are rewarding firms tied to UAE expansion while becoming more selective toward producers reliant on high crude prices.”
Macro Implications: Inflation and Global Markets
Lower oil prices, if sustained, could provide support to global equity markets, particularly in oil-importing economies such as India. Cheaper crude typically improves trade balances, reduces inflationary pressure and supports consumer demand.
At a macro level, increased supply could help ease global inflation, though central bank responses will remain cautious. “Lower energy costs are disinflationary, but policymakers will look for sustained trends and broader indicators such as wages and core inflation before adjusting rates,” North said.
He added that geopolitical risks continue to complicate the outlook. “Supply expectations point toward lower inflation, but disruptions in key transit routes like Hormuz introduce upside risks. The overall impact on rates is marginally dovish, but still conditional on stability.”
Tech News
SHURE SIGNS HUB MEDIA TO STRENGTHEN DISTRIBUTION ACROSS AFRICA


Shure has appointed Hub Media as its authorized distributor for African markets, in a move aimed at strengthening access to professional audio solutions across the continent.
The appointment comes at a time when African markets are continuing to invest in stronger learning and communication environments. [1] UNESCO projects that the number of young Africans completing secondary or tertiary education will rise from 103 million in 2020 to 240 million by 2040, pointing to growing demand for more connected and effective learning spaces across the continent. Through Hub Media’s regional presence and distribution capabilities, Shure’s portfolio will be made more readily available across African markets, helping customers benefit from improved access to products, technical support, and training.
Olga Elena, Sales Leader at Hub Media, said, “This partnership brings together Shure’s global audio expertise and Hub Media’s regional market presence. Our focus will be on making Shure’s portfolio more accessible across Africa, while supporting partners and end users with the service, training, and technical guidance needed in the field.”
The partnership is expected to support customers across sectors including corporate, education, government, broadcast, houses of worship, live events, and musical instrument retail channels, where the need for reliable audio performance and informed local support continues to grow.
It also comes amid continued momentum across key regional markets. [2] PwC’s Africa Entertainment and Media Outlook 2025–2029 projects compound annual growth rates of 7.2% for Nigeria and 5.2% for Kenya through 2029, reflecting sustained growth across media and content environments in West and East Africa. Beyond distribution, the collaboration will include solution design support, system configuration, technical consultation, partner training, and after-sales support, helping ensure customers can deploy Shure solutions with greater confidence and relevance to local market needs.
Yassine Mannai, Associate Sales Director at Shure MEA, added: “As demand continues to evolve across Africa, it is increasingly important for customers to have both access to the right technology and the support needed to deploy it effectively. Our partnership with Hub Media reflects that focus, allowing us to strengthen availability, technical engagement, and customer support across key markets.”
The move signals Shure’s wider MEA focus on strengthening its channel network and building for long-term growth across key markets.
Tech News
NEW SMARTSUITE INTEGRATION BRINGS IQSIGHT VIDEO INTELLIGENCE SEAMLESSLY INTO MILESTONE XPROTECT

Milestone Systems and IQSIGHT, formerly Bosch Video Systems, announced the global release of SmartSuite, a consolidated plugin suite that embeds Intelligent Video Analytics from IQSIGHT directly into Milestone’s XProtect® video management software (VMS).
In the Middle East, where countries like the United Arab Emirates and Saudi Arabia are rapidly embedding artificial intelligence (AI) across public safety, smart cities, transport networks, and critical infrastructure, SmartSuite arrives at a pivotal moment for regional security technology transformation.
Streamlining system setup and leveraging rich metadata, the SmartSuite integration empowers security professionals to configure hardware, surface analytics, and manage operations within XProtect as a single pane of glass. Bringing this data from SmartSuite directly into XProtect adds intelligence to deliver deeper forensic insights, accelerated incident response, and operational efficiency, providing the foresight needed for organizations to proactively address security and safety risks.
Key benefits include:
Enhances operator awareness and investigation
- Surfaces rich metadata within XProtect, including color‑coded bounding boxes, object classification, trajectory lines, and gunshot direction indicators.
- Supports forensic search and real‑time metadata visualization for Intelligent Video Analytics Pro (IVA Pro) analytics, such as Appearance and Personal Protective Equipment (PPE).
- Compatible with IVA Pro Visual Gun Detection, designed to detect a person brandishing a gun and promptly alert personnel to support faster threat identification in environments such as schools.
- Governments and enterprises across the Gulf are prioritizing AI‑enabled safety systems as part of smart city and national digital strategies, especially in cities like Dubai and Abu Dhabi, which host leading security and technology expos and initiatives.
“In the Middle East, where security and operational intelligence continue to be strategic priorities across critical infrastructure, smart cities, and enterprise environments, the advancements Milestone Systems is announcing today represent a significant leap forward,” said Louise Bou Rached, Director- Middle East, Turkey, and Africa.
Streamlines installation and system setup
- Reduces installation time for system integrators by up to 70% by consolidating three separate plug‑ins into one unified suite*.
- Includes panoramic de‑warping and hardware control features such as wipers and infrared illumination.
- Adds Project Assistant import capabilities, enabling automatic configuration of Bosch camera names, groups, network settings, and image adjustments to speed up commissioning.
Simplifies device configuration
- Allows integrators to configure Bosch cameras directly within the XProtect Management Client, eliminating the need to log in to each device or switch between Milestone and external configuration environments.
- Introduces fast event subscription, making it easier to set up analytics-driven alarms and notifications.
SmartSuite is available globally, free of charge, and can be downloaded via IQSIGHT.com.
Sebastian Döllner, Vice President for Technology Partnerships, C Open Platform, Milestone Systems, said:
“SmartSuite raises the bar for integrated security management and provides a powerful new way to unify systems, insights, and action. By bringing together the advanced technologies and expertise of IQSIGHT and Milestone, we enable our customers to strengthen their security operations and respond to incidents faster and more precisely. This collaboration showcases the power of open platform innovation and delivers meaningful value to security professionals worldwide.”
Sam Ward, Chief Commercial Officer, Global Sales, IQSIGHT, said:
“The introduction of SmartSuite enables organizations to seamlessly surface real-time insights within their environments to speed decision-making in critical situations. Together with Milestone, we continue to deepen the integration of our solutions to expand visual intelligence capabilities and further enhance the benefits for our shared customers.”
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