Tag: #data

How to Identify the Best Sustainability Courses for Business Leaders?

The need to be sustainable has never been as intense in the current fast moving business environment. Leaders understand that it is not only a moral but a strategic need to incorporate the environmental, social, and governance (ESG) principles. The drivers of this change are the growing stakeholder demands, the regulation requirements, and the effects of the climate change and social inequality. The rate of change in this paradigm is fast leading to the need of specialized knowledge and skills in sustainable business practices.

ESG courses come in at this stage and provide a systematic way in which professionals can enrich their knowledge and improve their ability to effect positive change. However, with an increase in the number of offerings, how does a business leader with a keen sense of discernment identify the most sound sustainability courses that genuinely align with their career aspirations and organizational needs? This guide will explore key considerations all of which can assist you to navigate through the education landscape and make an informed choice that can launch your leadership in the sustainable age.

Understanding Your Needs and Goals

Before you find a sustainability course, you need to assess what you already know, what you want to achieve in your career and what concerns you in an organization. Specify the need or not of a simple understanding or technical expertise in areas like finance of renewable energy, circular economy responses, or sustainable supply chain control. The reason this is necessary is in order to assist in customizing your educational experience in a way that it may have maximum impact on your professional life and your organizations endeavors to be sustainable.

Take into account your status, such as executive, manager or future professional to distinguish between introductory courses, specialized certifications, and executive education courses. Such self-evaluation will assist in narrowing down, making sure that the course fits your particular needs.

Key Criteria for Evaluating Sustainability Courses

When you have quite a clear picture of your needs, you may start to assess the possible sustainability courses according to a number of important parameters. These are the requirements that will assist you in determining the quality and appropriateness of a program and therefore will give the best returns in terms of investment in terms of time and resource usage.

1. Curriculum Relevance and Depth

Review course syllabus. Find a curriculum that is both theoretically and practically balanced with a range of case studies and practical projects. As a leader, a course that explores strategic sustainability, risk management, stakeholder engagement and impact measurement are of special value.

2. Faculty Expertise and Industry Experience

Conduct an investigation on the faculty. Are they well-educated, experienced in the industry and with successful sustainability history? Their life experience may be invaluable.

3. Program Format and Flexibility

Bear in mind the format that most effectively fits your learning style and schedule: face-to-face, online, hybrid, self-paced, or cohort-based. Online courses are flexible, yet they offer enough possibilities in terms of communication.

4. Accreditation and Reputation

The reputation of the institution offering the same and accreditation by known organizations can lend a lot of weight. Search through testimonials, networks and industry reputation that can help determine the status of a program.

5. Networking Opportunities

The courses that provide strong networking with other business leaders, sustainability professionals and faculty can be incredibly useful. Such networks are capable of producing new knowledge, collaborations and employment.

6. Practical Application and Impact

Does the course focus on the practical tools, frameworks, and methods you can apply in your position immediately? Find programs where the participants are encouraged to come up with projects or strategies that can be implemented.

Types of Sustainability Courses for Business Leaders

To narrow your search further, it is useful to know the various types of sustainability courses they offer that are aligned to different learning outcomes and career levels:

1. Executive Education Programs

Targeted at top managers and executives, such programs usually provide a strategic perspective on sustainability, including bringing the factors of ESG into business strategy, risk management and corporate governance. They can be short, intensive and offered by the best business schools and they offer high-level information without a long-term academic commitment. Such programs are suitable to busy professionals who should get the strategic implications of sustainability fast.

2. Graduate Degrees and Certificates

To go a little further and gain a formal degree, one can choose MBA programs with a sustainability focus, a Master’s degree in Environmental Management, or a graduate certificate. They offer in-depth information in multiple areas of sustainability and are best suited to individuals in the field who intend to make a radical career shift towards full-time sustainability work or to enhance their professional competence to a new level. They tend to include intense academic research and study.

3. Online Courses and MOOCs

Online courses such as Coursera, edX and university-specific online courses are less rigid and can be less expensive. These may be basic courses that offer a basic knowledge to the highly specialized subjects which may enable you to study at your own speed. Some of them are self-paced, whereas others can have cohort-based learning, where the instructor interacts and learners collaborate with each other, as it offers a structured but flexible learning environment.

4. Professional Certifications

Professional accreditation in certain fields of sustainability, e.g., LEED (Leadership in Energy and Environmental Design) of green building, or sustainable finance, are offered by multiple organizations. They are superb in showing specialized knowledge in a specific field and may make you have more credibility in certain areas of the industry. They frequently need to take an exam and may need further education.

5. Custom Corporate Training

Individual organizations have custom sustainability training programs available in many institutions and consulting firms. In case the company is interested in upskilling a group of people or solving certain sustainability issues that are specific to your industry, then a bespoke course can be developed to meet those specific requirements. The programs are offered locally or online and are very useful in creating a sense of collective comprehension and uniformity of approach to sustainability in an organization.

Emerging Trends in Sustainability Education

Sustainability is a dynamic discipline and education does capture the same. The important trends to consider during selection of course include:

1. ESG Integration and Reporting

The most important courses are those that concentrate on strong ESG integration in financial decision-making, performance measurement and transparent reporting. It is essential to learn such frameworks as SASB, GRI, TCFD.

2. Circular Economy Principles

Courses that provide practical strategies of introducing circularity in a business operation are very helpful.

3. Climate Change Adaptation and Resilience

Climate risk assessment, adaptation plans, and low-carbon transition plans education is on the rise.

4. Biodiversity and Nature-Based Solutions

Courses that delve into nature-based solutions, ecosystem services and how they can be incorporated in the business models are leading.

5. Digital Tools and Data Analytics

Find programs that include data analytics, AI, and blockchain use in sustainability management.

6. Social Equity and Just Transition

Holistic leadership requires courses that consider human rights, labor practices, community engagement, and a just transition to all the stakeholders.

Conclusion

Making a proper sustainability course choice is a landmark decision of every business leader who is interested in managing the intricacies of the contemporary economy and making a positive change. It is an investment in your personal development, as well as the future effectiveness and strength of your organization.

After critically analyzing your own needs, examining curriculum relevance, evaluating faculty competency, and program format and reputation, then you can be sure that you have chosen a program that gives you the knowledge and skills needed to become a leader in the sustainable age. Sustainability education is a multifaceted landscape with opportunities at all the levels of experience and aspiration. You are seeking to have a general knowledge base, become the specialist in a certain field, or bring the transformative change to the executive stage, you will find the course that will help you achieve your goals.

The knowledge you will acquire during such programs will enable you to incorporate the environment, social, and governance aspect in the main business strategies, which will promote innovation, reduce risks, and build long-term value to all the stakeholders. Finally, it is not only a matter of compliance or reputation when investing in high-quality Sustainability courses; it is a matter of creating a more sustainable, fair, and successful future of your business and the world.

DIY cameras vs professional CCTV installation: The most common mistakes people only notice after a break-in.

In an era where home security is more accessible than ever before, many homeowners are turning to DIY camera systems as an affordable and quick way to protect their property. With online tutorials and affordable kits readily available, it can be tempting to forgo professional installation and handle the setup yourself. However, the harsh reality often only sets in after a security breach, when footage reveals critical flaws that could have been avoided. This article explores the most common pitfalls of DIY cameras compared to professional CCTV installation and offers advice to help consumers make informed decisions. We’ll delve into issues such as improper camera angles, night-time glare from headlights, lack of backup power and incessant false motion alerts — mistakes that leave many regretting their choices after an incident occurs.

The appeal of DIY cameras lies in their simplicity and affordability. Brands such as Ring, Nest and Arlo offer straightforward installation, wireless options, app integration and cloud storage. For under £150, you can have a basic setup to monitor your front door or backyard. However, as security experts often point out, these systems are designed for convenience rather than comprehensive protection. Professional CCTV installation, on the other hand, involves certified technicians assessing your property’s unique vulnerabilities and providing tailored planning. This approach ensures coverage that DIY kits rarely achieve, transforming a reactive gadget into a proactive defence.

Common mistakes in DIY camera setups

Wrong camera angle: Missing crucial details.

One of the most common mistakes when setting up DIY cameras is choosing the wrong angle, which often results in footage that cannot identify faces or details. Homeowners typically mount cameras too high or too low, pointing them towards the ground or sky instead of towards key entry points. For example, a downward-facing camera might capture a burglar’s feet but miss their face entirely. This issue stems from a lack of understanding of field of view (FOV) and focal lengths. DIY kits often have fixed lenses that cannot be adjusted for different distances, resulting in distorted or incomplete images.

Consider the following real-world scenario: a family installs a DIY camera above their garage door, assuming that it provides adequate coverage of the driveway. During a break-in, however, the intruder approaches from the side and the camera only records a shadowy figure, making it impossible to identify them. When the police arrive, the footage is useless for identification purposes. Professional CCTV installation can address this issue by using adjustable mounts and lenses optimised for specific angles. Technicians calculate the optimal height — usually 8–10 feet — to capture faces while deterring tampering. They also use wide-angle or varifocal lenses to cover blind spots and ensure that every frame is of an evidential standard.

Headlight glare at night: Blinding the Lens

In addition to angles, lighting is crucial for effective camera use, and headlight glare at night is a common issue for DIY setups. Many budget cameras lack infrared (IR) cut filters or adequate low-light sensors, which can cause overexposure when car headlights or streetlights hit the lens. This results in footage that is washed out, with details lost in a sea of white light. Users often only discover this flaw after reviewing post-break-in videos and realising that the glare rendered the system ineffective during the hours when intrusions are most likely to occur.

For example, imagine parking your car in the driveway at night. The headlights will beam directly into the camera, creating a blinding effect. Intruders could exploit this by timing their approach to coincide with vehicle traffic. Professional CCTV installation mitigates this glare by placing the cameras away from direct light sources and using anti-glare coatings or hooded enclosures. Furthermore, professionals integrate cameras with smart lighting systems that only activate when needed, thereby reducing reflective interference. A proper CCTV installation takes into account lighting, mounting height, reflective surfaces and storage — things that cheap DIY kits never explain.

No backup power: system failure during outages

Another critical oversight in DIY systems is the lack of a backup power supply, which leaves the setup vulnerable if the mains are cut. Most wireless cameras rely on household electricity or quickly draining batteries, particularly in cold weather. Burglars are aware of this weakness and often target power lines or breakers first, disabling the entire system in seconds. It is only after an incident that homeowners notice this fatal flaw, when they find their cameras offline during the crucial moments.

For example, a suburban homeowner might equip their home with battery-powered DIY cameras, assuming they are foolproof. However, if a thief cuts the power, the cameras, which do not have uninterruptible power supplies (UPS), shut down immediately. There are no alerts or recordings — just silence. In contrast, professional CCTV installations include redundant power sources such as solar backups, generators or hardwired batteries, which keep the system running for hours or even days. This ensures continuous operation, even during outages, providing a level of peace of mind that DIY options simply cannot match.

False motion alerts: Alert fatigue caused by spiders and rain.

Perhaps the most frustrating mistake is false motion alerts, with systems triggering 200 times a night due to spiders, rain, or wind. DIY cameras use basic passive infrared (PIR) sensors that detect any heat or movement, resulting in constant notifications from non-threats such as animals, insects, or weather changes. This ‘alert fatigue’ causes users to ignore genuine warnings, thus defeating the object of the system.

Imagine this: you’re repeatedly woken by your phone buzzing over a spider’s web fluttering in the breeze or raindrops on the lens. Over time, you tune out the alerts and fail to notice a real intruder. Post-break-in reviews often reveal that the system did detect the event, but it was obscured by hundreds of false positives. Professional CCTV installation uses advanced analytics, such as AI-driven motion detection, to distinguish between humans, vehicles and animals. Technicians calibrate sensitivity levels and use weatherproof housings to minimise environmental triggers, resulting in reliable alerts without the noise.

Additional considerations

While these mistakes highlight the limitations of DIY, it’s worth noting that not all professional installations are equal. It is crucial to choose a reputable installer — look for certifications from bodies such as the National Security Inspectorate (NSI) or similar organisations in your region. They conduct site surveys to identify potential issues, such as overgrown foliage obstructing views or weak Wi-Fi signals causing dropouts. DIY users often overlook such issues, which can lead to intermittent connectivity that fails during emergencies.

Cost comparison: Initial savings vs. long-term value

Cost is one of the main factors in the debate between DIY and professional services. While initial outlays for DIY might be $100–500, hidden expenses such as cloud storage subscriptions ($3–10 per month) can add up. Professional CCTV installation, starting at $1,000–$5,000, includes warranties, maintenance and integration with alarms or smart home systems. In the long term, this investment pays off in terms of reliability and deterrence: studies show that professionally installed systems reduce the risk of burglary by up to 300% compared to unmonitored DIY systems.

Privacy concerns: Data security risks

Privacy concerns also differ. If not secured properly, DIY cameras, which are often cloud-based, risk data breaches. For example, hackers have exploited weak passwords on devices such as Wyze cameras, leading to unauthorised access. In contrast, professionals prioritise encrypted local storage and GDPR-compliant practices to safeguard your footage.

Maintenance: Ensuring Longevity

Maintenance is another area where DIY falls short. Issues such as dust, weather or software glitches can degrade performance, and without regular checks, problems can go unnoticed until it is too late. Professional services provide ongoing support to ensure that lenses are clean, firmware is up to date, and components are functioning correctly.

Tips for avoiding common pitfalls

To avoid these pitfalls, start by conducting a self-audit: map your property’s entry points, assess the lighting conditions and consider any potential vulnerabilities in your power supply. If you prefer a DIY approach, choose wired over wireless options for greater stability and invest in quality accessories such as surge protectors. However, for comprehensive coverage, it is advisable to consult experts.

In summary, while DIY cameras provide an entry-level security solution, common mistakes such as incorrect positioning, glare, lack of backups and false alerts often only become apparent after a break-in, leaving homeowners vulnerable. Professional CCTV installation provides a robust alternative by blending technology with expertise to ensure true protection. Remember, security isn’t just about having cameras; it’s about having ones that work when it matters most.

A proper CCTV installation takes into account lighting, mounting height, reflective surfaces and storage — things that cheap DIY kits never explain. This highlights the importance of expertise over expediency.

Advanced features and real-world insights

Moving on to advanced features, professional systems often include 4K resolution, PTZ (pan-tilt-zoom) capabilities and integration with access control systems, which DIY solutions rarely support effectively. This scalability is crucial for businesses, but it also enhances deterrence for homes.

There are plenty of user testimonials: one Reddit user shared how their DIY setup failed due to glare, while a professionally installed system on a neighbour’s property captured clear evidence that led to an arrest. Forums such as HomeSecurityAdvice emphasise the importance of planning over plug-and-play solutions.

Environmental factors: Adapting to conditions

Environmental factors can exacerbate DIY issues. In rainy climates, for example, water ingress can cause short circuits, but professionals use IP67-rated enclosures. In urban areas, interference from neighbouring Wi-Fi networks can disrupt signals, whereas professional wired setups remain immune.

Legal implications: Evidentiary quality

Legally speaking, blurry DIY footage may not be admissible in court due to the lack of timestamps and chain-of-custody verification that professionals provide.

Budgeting and future-proofing.

Budget wisely and allocate funds for future-proofing. DIY might save money initially, but could end up costing more in replacements after failures.

Ultimately, it comes down to your risk tolerance. If you’re tech-savvy and monitoring low-risk areas, a DIY solution is sufficient. However, for high-stakes security, professional CCTV installation is essential.

A proper CCTV installation takes into account lighting, mounting height, reflective surfaces and storage — things that cheap DIY kits never explain. This highlights the educational gap in consumer products.

In conclusion, familiarise yourself with these common mistakes to avoid any regrets after a break-in. Whether you’re upgrading DIY or going pro, making informed choices will fortify your home.

40 new jobs: Aiven chooses Cork as location of EMEA Hub

Cloud Infrastructure leader Aiven has selected Cork City as the location of its EMEA hub for Go to Market expansion. This expansion is expected to create 40 jobs over the next three years.

Aiven’s GTM Expansion hub will see the creation of a new Inside Sales organisation with supporting engineering and operational supporting functions which will be focused on driving growth of Aiven’s open-source core services.

Aiven’s decision to expand its Cork operations with a focus on hiring sales professionals will create new, high-quality career opportunities in the region. These roles provide local talent with a pathway to grow in the global technology sector, while strengthening Cork’s position as a thriving hub for commercial and technological excellence.

Established in Helsinki in 2016, Aiven operates in the managed open-source data infrastructure sector, delivering fully managed services for widely used open-source technologies  and employs more than 400 people across 11 office locations and multiple remote locations globally.

This project is supported by the Irish Government through IDA Ireland.

Minister for Enterprise Tourism & Employment Peter Burke said: “Aiven’s decision to establish its EMEA Go to Market hub in Cork is a strong endorsement of Ireland’s reputation as a leading destination for global technology investment. The creation of 40 high-quality jobs over the next three years will provide exciting opportunities for skilled professionals in the region and further strengthen Cork’s position as a centre of innovation and commercial excellence. I welcome Aiven’s continued commitment to Ireland and look forward to seeing the positive impact of this expansion.”

Aiven is currently hiring across several business areas.  To explore opportunities, visit Careers at Aiven | Join our amazing team today!

Conor Forde, Senior Vice President, Aiven, said  “2025 has already been a milestone year for Aiven as we’ve crossed the $100M ARR (annual recurring revenue) mark. To support our next phase of growth, we’ve rethought how we scale our go to market efforts, and this expansion is the next step forward. Cork stood out as the clear choice for Aiven’s expansion due to its exceptional availability of high-skilled talent and its vibrant, open, and diverse labour market, which are essential to fuelling our next phase of growth and innovation.”

IDA CEO Michael Lohan said:  “Aiven’s decision to establish its EMEA Go to Market hub in Cork is a strong endorsement of the South West region’s reputation as a centre of innovation and excellence. This investment not only brings new employment opportunities; it also affirms the South West’s position as a leading destination for global technology companies seeking to scale and thrive. IDA Ireland looks forward to supporting Aiven as they continue to grow and contribute to Ireland’s dynamic tech ecosystem.” 

Dell AI Data Platform Advancements Unlock the Power of Enterprise Data to Accelerate AI Outcomes

Dell Technologies (NYSE: DELL), the world’s No. 1 provider of AI infrastructure, announces Dell AI Data Platform advancements designed to help enterprises turn distributed, siloed data into faster, more reliable AI outcomes.

Why it matters

As enterprise AI adoption surges and data grows, organizations need a platform that can securely transform distributed, siloed data into actionable insights. The Dell AI Data Platform, a critical component of the Dell AI Factory, delivers an open, modular foundation to create value from scattered data silos. By decoupling data storage from processing, it eliminates bottlenecks and provides the flexibility needed for AI workloads like training, fine-tuning, retrieval-augmented generation (RAG) or inferencing.

The platform, integrated with the NVIDIA AI Data Platform reference design, is powered by four core building blocks:

  • Storage engines for smart data placement and seamless data movement
  • Data engines to turn data into actionable insights
  • Built-in cyber resiliency
  • Data management services

Together, they create a scalable, flexible foundation for customers to realize AI’s full potential.

Dell AI Data Platform storage engines deliver peak AI performance

Dell PowerScale and Dell ObjectScale, the Dell AI Data Platform’s storage engines, offer the performance, security and multi-protocol access essential for AI data.

  • Dell PowerScale delivers NAS (network-attached storage) simplicity and parallel performance for AI workloads like training, fine-tuning, inferencing and retrieval-augmented generation (RAG) pipelines.
    • With new integration of NVIDIA GB200 and GB300 NVL72 and ongoing software updates, Dell PowerScale delivers reliable performance, simplified management at scale and seamless compatibility with applications and solution stacks.
    • PowerScale F710, which has achieved  NVIDIA Cloud Partner (NCP) certification for high performance storage, delivers 16k+ GPU-scale with up to 5X less rack space, 88% fewer network switches and up to 72% lower power consumption compared to competitors. 2
  • Dell ObjectScale, the industry’s highest-performing object platform, 3 provides extremely performant, scalable S3-native object storage for massive AI workloads. ObjectScale is available as an appliance or through a new software-defined option on Dell PowerEdge servers that is up to 8 times faster than previous-generation all-flash object storage. 4 New advancements improve ObjectScale’s speed, scalability and efficiency.
    • S3 over RDMA support will soon enter tech preview. It will offer up to 230% higher throughput, 80% lower latency and 98% lower CPU usage compared to traditional S3.5
    • Small object performance and efficiency improvements for large deployments deliver up to 19% higher throughput and up to 18% lower latency for 10KB objects.6
    • Deeper AWS S3 integration and bucket-level compression gives developers and data scientists better tools to store, move and use large amounts of data.

 

Dell AI Data Platform data engines power real-time AI

Dell is also expanding its data engines, the specialized tools in the Dell AI Data Platform that organize, query and activate AI data. Dell’s data engines are built in collaboration with trusted AI leaders like NVIDIA, Elastic and Starburst.

  • The new Data Search Engine, developed in collaboration with Elastic, speeds decision-making by allowing customers to interact with data as naturally as asking a question. Designed for tasks like RAG, semantic search and generative AI pipelines, it integrates with MetadataIQ data discovery software to search billions of files on PowerScale and ObjectScale using granular metadata. Developers can build smarter RAG applications in tools like LangChain with the engine, ingesting only updated files to save compute time and keep vector databases current.

 

  • The Data Analytics Engine, developed in collaboration with Starburst, enables seamless data querying across spreadsheets, databases, cloud warehouses and lakehouses. The new Data Analytics Engine Agentic Layer transforms raw data into business-ready products in seconds, using LLMs to automate documentation, glean insights and embed AI into SQL workflows. It also unifies access to vector stores, enabling RAG and search tasks across Iceberg, Dell’s Data Search Engine, PostgreSQL + PGVector and more. Enterprise-grade AI model monitoring and governance helps teams track, audit and control AI usage. The new MCP Server for Data Analytics Engine enables multi-agent and AI application development.
  • Dell AI Data Platform integration with NVIDIA cuVS delivers the next major leap in vector search performance and turnkey deployment for enterprise AI environments. The integration brings GPU-accelerated hybrid (keyword + vector) search to Data Search Engine, delivering faster, more efficient insights with full on-prem control. Powered by NVIDIA cuVS and Dell’s secure infrastructure, IT teams can enjoy a fully integrated, turnkey solution to deploy and scale GPU-powered search out of the box.

 

“AI is transforming industries and its success depends on unlocking the full potential of enterprise data. The Dell AI Data Platform is purpose-built to simplify data complexity, unify pipelines and deliver AI-ready data at scale,” said Arthur Lewis, president, Infrastructure Solutions Group, Dell Technologies. “From real-time diagnostics in healthcare to predictive maintenance in manufacturing, Dell Technologies and trusted collaborators like NVIDIA, Elastic and Starburst are empowering industries to move from AI pilots to production faster and with reduced risk.”

“AI finally gives enterprises a way to transform fragmented data into a strategic, scalable asset,” said Justin Boitano, vice president of enterprise AI products, NVIDIA. “Accelerated by NVIDIA AI, the Dell AI Data Platform delivers a new generation of intelligent storage that is designed to understand the meaning behind the data it holds.”

“Data holds the key to incredible breakthroughs and our collaboration with Dell Technologies makes it easier than ever to unlock that potential. By fully integrating the Elasticsearch context engineering platform into the Dell AI Data Platform, we are providing a powerful engine for search and discovery, said Ajay Nair, GM of Platform Engineering, Elastic. “This collaboration empowers organizations to accelerate everything from semantic search to complex generative AI pipelines, turning large amounts of unstructured data into critical insight.”

“Access to all of your data is the foundation for enterprise AI success,” said Justin Borgman, CEO, Starburst. “Our expanded collaboration with Dell Technologies unites Starburst’s data federation with Dell’s AI Data Platform, giving organizations the ability to unlock insights from anywhere and accelerate their path to real-world AI outcomes.”

“The collaboration between Maya HTT, Dell Technologies and NVIDIA is transforming industries by turning massive amounts of unstructured data into actionable insights. From accelerating satellite production to enabling real-time telemetry and AI-driven efficiency for marine vessels, our solutions are not only connecting unconnected worlds but also driving sustainability and safety,” said Remi Duquette, vice president, Industrial AI, Maya HTT. “With Dell PowerScale and NVIDIA AI infrastructure, we’re delivering faster, smarter and more impactful AI outcomes for our clients.”

Availability

  • Dell PowerScale NVIDIA GB200 and GB300NVL72 integration with NCP validation is available now.
  • Dell ObjectScale S3 over RDMA will be available in Tech Preview in December 2025.
  • Dell ObjectScale software updates will be available in December 2025.
  • First release of Dell Data Analytics Engine Agentic Layer will be available in February 2026.
  • MCP Server for Dell Data Analytics Engine will be available in February 2026.
  • Data Search Engine in the Dell AI Data Platform will be available in 1H 2026.
  • NVIDIA cuVS integration in the Dell AI Data Platform will be available in 1H 2026.

OxygenCare expands Digital Healthcare offering with Medanets

OxygenCare is delighted to announce the introduction of the Medanets integrated Point of Care Nursing app to its ever-expanding Digital Healthcare solutions portfolio. The collaboration brings together two companies with a shared vision for improving patient care through innovative digital healthcare solutions.

Stephen Nicholson, Digital Health Manager, OxygenCare, explains: “Medanets simplifies nursing routines, supports decision making, complements and integrates with EHR systems, and releases time to care for patients.’ The CE and MDR certified app was developed in collaboration with healthcare professionals.

OxygenCare is a multi-award-winning, family-owned business with over 50 years supporting healthcare throughout the island of Ireland.

“Their dedicated digital health team and prior experience in delivering complex ICU and anaesthesia systems make them an deal partner for us,” says Medanets CEO Juha-Matti Ranta. “On top of that, their deep market knowledge and the impression made by their team further solidified our confidence in this partnership. It seems we are a natural fit in both values and working style.”

For over 30 years, OxygenCare has been transforming digital healthcare through clinical systems and working with innovative products and solutions throughout Ireland. The Medanets integrated nursing app supports point-of-care documentation and immediate access to key patient data, making it a natural fit with OxygenCare’s digital portfolio.

Combining OxygenCare’s connectivity solutions with Medanets’ mobile solutions can provide significant added value both to organisations already using an electronic health record (EHR) and to hospitals beginning their digital journey.

“We can offer healthcare providers a fast-track way to modernise operations, even in settings where an EHR is not yet in place. For instance, Medanets supports “lightweight IT” approaches such as sending PDFs directly to a document archive—a direct impactful step forward in digital empowerment,” Ranta explains.

Maurice Moran, Managing Director of OxygenCare, adds: “This Medanets offering complements our portfolio, and we see strong market potential. Together, we are currently conducting exploratory efforts in the market to identify opportunities and tailor our approach to local needs. Through this new partnership, all care phases can be managed digitally through a single provider. This partnership marks a promising step toward improving healthcare outcomes in Ireland and underscores the strength of collaboration in driving innovation forward.”

Modirum Platforms Launches M Orbit

Built in alignment with European technology sovereignty principles, M Orbit offers a secure, fully EU-compliant alternative to non-European platforms. The system supports on-premise and sovereign cloud deployments, ensuring full data control and adherence to the highest cybersecurity standards.

Modirum Platforms today announced the launch of M Orbit, a next-generation intelligence and analytics platform designed for telecommunications, public safety, and critical communications sectors. The launch takes place at GITEX Dubai, one of the world’s most significant technology events, underscoring Modirum’s growing role as a European leader in AI-driven, mission-critical technologies.

“M Orbit represents the next evolution in intelligent communication and situational awareness,” said Tero Silvola, CEO of Modirum Group. “It brings together real-time data, AI-based pattern recognition, and deep analytics to help authorities and network operators act faster, protect better, and make decisions with confidence.”

Built in alignment with European technology sovereignty principles, M Orbit offers a secure, fully EU-compliant alternative to non-European platforms. The system supports on-premise and sovereign cloud deployments, ensuring full data control and adherence to the highest cybersecurity standards.

One of M Orbit’s first use cases has been in drone detection and GPS jamming analysis. The platform’s AI engine identifies anomalies in positioning and communication data, builds real-time situational awareness, and provides clear, data-backed recommendations for authorities — from detection to protection. This capability gives governments and public safety organizations a proactive toolset to counter emerging aerial and electronic threats.

“M Orbit allows our customers to choose the operating environment from on-prem, hybrid or sovereign cloud ensuring the best possible match with their security policies and scalability requirements,” Silvola added.

M Orbit is now being introduced to selected critical infrastructure clients, with pilot programs launching in early 2026.

Learn more: https://modirumplatforms.com/m-orbit

Meet Amazon Quick Suite: The agentic AI application reshaping how work gets done

Quick Suite helps you cut through the noise of fragmented information, siloed applications, and repetitive tasks to focus on what matters.

Key takeaways

  • Quick Suite is AWS’s agentic AI application that helps employees transform how they find insights, conduct deep research, automate tasks, visualize data, and take actions across apps.
  • Quick connects to your information across internal repositories like wikis and intranets, popular applications, AWS services like S3 and Redshift, and access integrations with MCP to connect to 1,000+ apps.
  • Ask any question and get insightful answers.
  • Battle-tested by tens of thousands of Amazon employees and dozens of customers, you can use Quick for tasks consumer AI shouldn’t handle.

Read more below

We’ve all experienced how AI can transform our personal lives, but this same experience hasn’t been unlocked at work—yet. Consumer AI solutions aren’t connected to all your business data. They don’t have access to the tools you need to get things done at work. And many organizations won’t even let you use consumer offerings, because they lack critical security and privacy features.

That’s why we invented Amazon Quick Suite. It’s the AI experience people love with the security and privacy enterprises trust. Quick is your AI teammate that collaborates with you to get work done. With Quick, you can ask questions and get detailed answers, conduct deep dive research, analyze and visualize data, and create automations for workflows to save time and let you focus on the big picture. And thanks to the enterprise-grade security and privacy standards, Quick can work across all your information, so you finally get the fully featured gen AI experience you want at work, while knowing your queries are never used to train a model.

With Quick, we are entering a new era of work. Interact with Quick through an intuitive, web-based experience or integrations across your browser, Office 365, and more. Working with an AI agent is now as simple as chatting with a teammate. Make a request, ask a question, or automate a task. Quick works with you to help you go from insight directly to action. To see these capabilities firsthand, watch my video overview of Amazon Quick Suite.

We’ve been testing Quick with employees across Amazon and key customers to ensure it’s up to the demands of today’s workplace, and the results speak for themselves. Amazon employees are turning tasks that used to take days into minutes, automating the development of critical reports, and building their own benches of personalized agents. Propulse Lab, a leading marketing automation company, used Quick to streamline their customer service workflows, reducing the average time spent handling tickets by 80%—with a planned expansion of this workflow, they predict they will save over 24,000 hours annually. Based on the results they’ve already seen with Quick, DXC Technology, a global provider of information technology services, is planning to deploy it across more than 120k users, while Vertiv, a provider of critical digital infrastructure, plans to scale their users by more than 25% in 2026.

So how does Quick Suite work?

Bring everything together with Quick Index and Spaces

Quick Index makes it simple for you to connect to the sources and applications that matter. With over 50 built-in connectors for applications like Adobe Analytics, SharePoint, Snowflake, Google Drive, OneDrive, Outlook, ServiceNow, Databricks, Amazon Redshift, and Amazon S3, Quick brings together all your data securely to ensure you have full context for every decision. Using integrations with OpenAPI or Model Context Protocol (MCP) customers can connect to custom resources and 1,000+ apps by taking advantage of popular MCP servers from Atlassian, Asana, Box, Canva, PagerDuty, Workato, Zapier, and many more. You can then add additional files, dashboards, and other information to dedicated Spaces for you and your team to collaborate.

Ask questions and build agents

Once you’ve connected your data to Quick, you can start interacting with the chat assistant. You can ask Quick to write and send communications for you, or if you want Quick to write in your style or for a particular task (like writing a case study), you can use natural language or point Quick at existing guides or documentation to create a custom agent able to communicate in your intended style.

Analyze and visualize data with Quick Sight

Quick Sight makes business intelligence accessible to everyone with a new agentic experience, helping you gain insights to make better decisions. Unlike traditional business intelligence tools that work only with databases and data warehouses, Quick Sight’s agentic experience analyzes all forms of data across all your systems and apps, including your documents.

For example, a marketer can now easily look at a dashboard of their campaign data with metrics and customer feedback and ask questions in natural language about how the campaign is performing. They get a crisp analysis of the data in seconds without hours of manual statistical analysis, compiling sentiment from feedback, and summarizing the findings into a narrative—no business intelligence or data science experience required.

Dive deep into complex questions with Quick Research

Quick Research is the most accurate and reliable research agent on the market, ready to answer your most in-depth questions. It’s like having your own personal Ph.D. to provide comprehensive answers and reports to questions that require extensive research. It uses sophisticated analysis capabilities and extended processing to dive into your company’s data, and the public internet, including real-time information from 200+ outlets like The Associated Press, The New York Times, Washington Post, and Forbes. Quick Research can turn weeks-long research projects into quick-turn results, all with fully cited sources you can trust.

We tested Quick Research on DeepResearch Bench, a comprehensive benchmark for evaluating research agents, using a collective jury, where it provided the most accurate and reliable research across a range of tasks. The Last Mile Delivery team at Amazon used Quick Research to assess the potential impact of new legislation on a particular country that had been previously enacted in other countries. In 30 minutes, Quick Research delivered an in-depth analysis of how this legislation impacted other countries and their associated partner organizations, while also providing details on references and research methodology. This sort of research previously took multiple team members two weeks to complete.

Streamline repetitive tasks with Quick Flows

We all have those routine tasks, like compiling weekly reports or preparing for a recurring meeting, that take up your time every week. Quick Flows helps you use simple prompts to create automated workflows that handle repetitive tasks, reducing errors and freeing you and your team from busy work. For example, a program manager at AWS created a Flow to report on new, in-progress, and closed Asana tickets from the past week, compare them against the previous week’s status and committed items, and generate an executive summary email for leadership, saving multiple hours of manual work each week.

Handle complex multi-system workflows with Quick Automate

When these processes get complex and require hundreds of steps to be securely executed across multiple enterprise systems, like insurance claims processing or onboarding a new employee, teams wish that these tasks could be streamlined, but they lack the sophisticated automation tools and expertise to do it. With natural language prompts or by simply using existing documentation for their standard operating procedure, Quick Automate coordinates even the most complex business workflows across multiple applications, systems, or departments.

For instance, the Amazon Finance team uses Quick Automate to reconcile thousands of invoices every month. Quick Automate pulls information across multiple external transportation management systems, cross referencing this content with internal data from Amazon systems to help teams forecast cashflow, identify payment blockers, and conduct root cause analysis. The team built this automation without a dev team in days instead of weeks, and Quick made it easy to scale across multiple teams. Customers, such as Kitsa, have found the computer use agent in Quick Automate to be the most accurate solution for browser automation, helping them reliably automate their most complex and sensitive workflows across applications at scale.

Quick works wherever you are. With an intuitive web application, extensions in popular browsers like Chrome and Firefox, and extensions in Microsoft Outlook, Teams, and Word, Quick helps you find answers and act immediately in your flow of work.

Quick Suite is already transforming work for Amazon employees and customers

Quick serves people across every department and role—from sales reps to marketers, to CEOs and CIOs, to engineers and IT. Employees across Amazon, along with customers like Vertiv, DXC, 3M, Jabil, dLocal, Propulse Lab, and Kitsa, are already seeing amazing results with Quick:

Research in high gear

Jessica Gibson, vice president and associate general counsel at Amazon, sees an enormous benefit using Quick Research to help the Legal, Public Policy, and Compliance departments keep up with shifting global requirements that impact their business. From a single prompt, Quick Research helps her team synthesize complex requirements for specific geographic regions and provide recommendations at remarkable speed. “This same task used to require many hours of outside counsel, research, and writing,” said Gibson. By using Quick Research to compile these reports, her team can “stay agile while optimizing both time and resources.”

Automations that work

Kitsa, a customer that builds software to help expedite clinical trials, used Quick Automate to pore through hundreds of webpages and found that they were able to analyze sites for clinical trials in days that previously took months—with a 91% cost savings. “Compared to similar offerings like Manus and ChatGPT Operator, we achieved the highest accuracy and data coverage for our use case,” said Rohit Banga, the company’s co-founder and CTO.

Data-driven business decisions

Robbie Wright, a senior product marketer at AWS, uses Quick Flows to build a repeatable workflow to draft monthly business reviews based on business metrics from Quick Sight, campaign performance reporting from Adobe Analytics, and content from emails, and other internal documents. This saves time and helps his team make more informed decisions about ongoing campaigns faster.

“The workflow makes it simple to combine multiple sources into a concise update for our leaders,” Wright said. “I can now complete these projects 90% faster, and the quality of my reports has improved dramatically because I spend less time chasing numbers and more time providing my own insights.”

An AI-driven transformation

Jabil, a global leader in engineering, supply chain, and manufacturing solutions, is embracing Quick so that employees can use natural language to research regulatory updates across key industries faster and to optimize account collections and request for quote (RFQ) submissions. The automations in account collections and RFQs alone are expected to save about $400,000 annually as a result!

“The multi-tier AI architecture powered by Quick consolidates chatbots and information sources, increasing our manufacturing speed and flexibility,” said May Yap, Jabil’s CIO. “As part of our AI-driven transformation, these unified capabilities are helping us drive efficiencies and operational excellence.”

Complex workflows made simple

Natalie Fischbeck works in business development on Amazon’s Workforce Staffing team, and in one week she built 39 customized AI agents using Quick to help her complete complex tasks in minutes.

“Quick has given me the opportunity to create an accessible hub of institutional knowledge that would otherwise be scattered,” she said. “We now have scalable, logic-based agents that track all our leads and solutions at a high level. Because they pull from all our most recent emails and documents, they can provide dynamic updates almost instantly.”

Beyond productivity: A whole new way of working

What strikes me about these examples isn’t just the time saved—it’s how Quick is fundamentally changing our relationship with work. It’s removing the busy work that used to consume valuable time and energy and gives us the time back to focus on what matters. It brings together all the data, metrics, and institutional knowledge you need to make decisions, and helps you act on these decisions to drive outcomes.

We’ve been blown away by all the creative ways people have used Quick so far, and we’re excited to see how others will use it in the future. There are so many possibilities to dig into with these tools, and our team is hard at work finding ways to make them even more useful for customers in the future.

Google Search: Introducing AI Mode in Ireland

Today, Google is rolling out AI Mode, Google’s most powerful AI search experience, in Ireland. AI Mode has more advanced reasoning and multimodality, and the ability to go deeper through follow-up questions and helpful links to the web. Whether someone is looking for products, planning a trip, or exploring a new topic, AI Mode is designed to understand what they’re really asking for and help them to find it. From today AI mode will appear as a tab on the Search results page and in the Google app for Android and iOS.

AI Mode is a new, intuitive way to address the most complex, multi-part questions and follow-ups on Search, and satisfy people’s curiosity in a richer way. Using a custom version of Google’s advanced Gemini models for Search, it lets people ask nuanced questions that would have previously required multiple searches. It is particularly helpful for exploratory questions and for more complicated tasks like planning a trip or understanding complex how-tos. It’s even designed to be truly multimodal, so questions can be asked in whatever way feels most natural — whether that’s with text, voice or even camera.   Google has found that early users of AI Mode are asking questions that are two or three times the length of traditional search queries.

As autumn arrives and people begin to turn to warmer clothes, Google Search Trends data shows that ‘How to style a big cardigan’ is the most searched ‘How to style’ question in Ireland in the last 30 days. For those looking for styling help, AI mode can act as a personal stylist and help with styling ideas including showing different outfits that incorporate a large cardigan. Coffee lovers can ask questions like, ‘I’m looking to understand different coffee brewing methods. Make a table comparing the differences in taste, ease of use and equipment needed.’ And even follow up with: ‘what’s the best grind size for each method’.

As Google continues to evolve the Search experience with AI capabilities, the focus remains on helping people access information and perspectives from a diverse range of sources. For example, with AI Overviews, people have been visiting a greater diversity of websites for help with more complex questions. And when people click from search result pages with AI Overviews, these clicks are higher quality for websites — meaning users are more likely to spend more time on the sites they visit.

AI Mode is rooted in Google’s core quality and ranking systems, and novel approaches are being used to improve factuality. Google aims to show an AI-powered response as much as possible, but in cases where there isn’t high confidence, users will see a set of web search results. As with any early-stage AI product, it won’t always be right, but Google is committed to continuous improvement.

Try AI Mode in Ireland now here. 

See our Google Reviews

LinkedIn Data Shows 1 in 10 Jobs Allow Staff To Work From Home

Ireland continues to lead the way for flexible working according to new LinkedIn data published today, which saw the country ranked first for the availability of remote roles, with 9.1% of job postings on the platform in August. Ireland also ranked second in Europe for hybrid jobs, with 37% of jobs postings on LinkedIn categorised as hybrid working, closely behind the United Kingdom (39.3% share of all job postings.) Remote roles also remain some of the most competitive jobs on LinkedIn, making up 15.4% of job applications in EMEA, with Ireland seeing even greater level of demand at 20.1%.
Women faced with a ‘double edged sword’ as a result of flexible work
While flexible working has brought about many benefits for professionals in terms of work life balance, a new research paper published by LinkedIn has revealed that it also presents a double edged sword for women. LinkedIn international data shows that men consistently advance faster than women, with 10% of men promoted within 65 months, compared to 74 months for women.
The research revealed that this gap varies depending on flexible working, with on-site roles offering the fastest route for a promotion. Flexible arrangements reduce this gap, but only because progression slows for both men and women. On site roles saw 10% of men promoted within 64 months, with 10% of women achieving this within 68 months. Hybrid roles, however, saw delayed promotional opportunities, with men and women being promoted within 70 months and 72 months respectively. So while flexible work roles lead to greater parity between genders, staff based on site are promoted faster at the expense of slower progression for women.
Demand for AI talent continues to soar
LinkedIn’s data continues to highlight soaring demand for AI talent. AI engineering roles now represent nearly 7% of all technical job postings on LinkedIn – a 63% year-over-year increase. Demand is not limited to technical roles – knowing how to work with AI agents is the fastest-growing skill in 2025, and AI literacy capabilities such as prompt engineering have surged more than 70% in postings across fields like marketing and design.
Commenting on the latest data, LinkedIn Ireland Country Manager Cara O’Leary said: “Our data has consistently shown that Ireland continues to lead the way for remote and hybrid work opportunities, demonstrating how flexibility has become firmly established as a defining feature of our jobs market. Professionals are clearly embracing the benefits of choice in how and where they work, with Ireland seeing even stronger demand for remote roles than our European peers. This shows just how fundamental flexible working has become to attracting and retaining top talent, as employers continue to adapt to shifting expectations.”
“At the same time, our research highlights that flexible working is not without its challenges – particularly for women, who continue to face slower progression in the workplace. While hybrid arrangements help to narrow the gender promotion gap, they do so largely by slowing advancement for everyone. These findings underline the importance of companies being intentional about how they support career development in flexible environments, while also preparing for the next wave of change as AI reshapes roles and skills across industries.”