Tag: #data

Building the business case for AI starts with people, leadership and technology

AI is rapidly moving from experimentation to everyday workplace reality. Across Ireland, employees are already using it to summarise documents, analyse data and automate routine tasks. Yet for many leaders and organisations, the real challenge is not access to the technology but turning AI into meaningful business value. Mark Hopkins, General Manager, Dell Technologies Ireland tells us more.

The organisations seeing the greatest impact from AI are those bringing three things together: strategic leadership, the right technology foundation, and a workforce empowered to identify where AI can genuinely improve how work gets done.

Ireland’s recently published Digital and AI Strategy, which sees AI technologies as a driver of growth, reflects this approach. It highlights the need to invest not only in digital infrastructure but also in the skills and capabilities that will allow employees to harness AI responsibly and productively.

For business leaders, the opportunity is significant, but so is the responsibility to build a clear and practical business case for AI.

Increased focus on the business case for AI

The conversation around AI is evolving at speed. What began as experimentation is now focused on a much more practical question: how can AI deliver measurable outcomes?

Across Ireland, organisations are operating in a cost-conscious environment where every technology investment must demonstrate value. The strongest AI strategies therefore focus on specific business outcomes such as productivity gains, improved decision-making or enhanced customer experiences.

A common misconception is that AI adoption requires large scale investment and disruption. In reality, many successful initiatives begin with targeted use cases, such as automating routine processes, analysing data more effectively or improving customer interactions, that demonstrate value quickly and allow organisations to scale over time.

Workforce central to unlocking AI advantage

While technology provides the capability, it is employees who ultimately determine whether AI delivers real value.

Many of the most effective AI applications are discovered by employees who understand the day-to-day challenges within their roles. Teams in operations, finance or customer service are sometimes best placed to identify repetitive tasks that could be automated or improved through better data insights.

Equally important is ensuring employees feel confident using AI responsibly. Our latest Dell Innovation Catalysts Study shows the scale of this challenge. In fact, 98% of Irish organisations say their employees will need new skills to unlock the full potential of AI.

As these tools become embedded in everyday workflows, organisations will need to move beyond occasional training and adopt more continuous approaches to learning. The Government’s commitment to roll out AI training across the public sector is welcome and will help drive responsible AI adoption and ensure 100% of key public services are digitalised by 2030.

Leadership sets the tone for AI adoption

Leadership plays a crucial role in helping organisations move from AI experimentation to real business impact.

For many organisations, the challenge is not recognising AI’s potential, but unlocking value from the vast amounts of data they already hold. Leaders therefore have an important role in ensuring AI initiatives are tied to clear priorities and focused on turning data into insights that support better decisions.

From our perspective at Dell Technologies, organisations that treat AI as a business transformation rather than simply a technology deployment are the ones unlocking its real strategic advantage.

We are also beginning to see more advanced capabilities such as agentic AI, where intelligent systems can help coordinate workflows and support decision-making. As these technologies evolve, leadership will play an increasingly important role in ensuring organisations have the right strategy and governance in place to deploy AI responsibly and deliver value at scale.

The technology foundation still matters

While people and leadership are essential, the role of technology should not be underestimated.

AI workloads place new demands on infrastructure, including high-performance computing, secure data management and the ability to scale as projects grow. Many organisations are discovering that their existing IT environments were not designed to support these requirements.

At Dell Technologies, we work with organisations across Ireland and Europe to help them build AI-ready foundations that allow businesses to move from experimentation to real-world deployment.

Through our Customer Solutions Centre Innovation Lab in Limerick, businesses and organisations can explore how emerging technologies, including AI, can be applied to real business challenges. We are also seeing how these capabilities are transforming industries. For example, Dell Technologies is working with Studio Ulster to support one of Europe’s most advanced virtual production studios, enabling creative teams to generate complex digital environments in real time and transform how film and television content is produced.

Equally important is understanding the economics of AI. A practical cost model should consider factors such as computing power, energy consumption and data management to ensure AI investments align with real workloads and business needs.

A moment of opportunity for Ireland

Ireland’s unique digital ecosystem and skilled workforce position the country well to benefit from the next wave of AI innovation.

The Government’s Digital and AI Strategy provides an important national framework. But realising the strategy’s goal of becoming a location of choice for AI startups and scale-ups, and a global hub for applied AI innovation will depend on how organisations translate that ambition into practical adoption.

That means leaders creating the right environment for experimentation, employees identifying where AI can improve how work gets done, and organisations investing in the infrastructure needed to scale innovation responsibly.

The organisations that succeed will be those that bring people, leadership and technology together to turn AI potential into real progress.

Surviving the Age of Cyberattacks: What Businesses Can Do

Organizations faced an average of 1,876 cyberattacks per quarter in 2024, a 75% increase year over year. The pressure on businesses and their IT teams keeps growing. And small businesses are not exempt. Over 60% rank cyber threats among their top concerns, and nearly 67% of small businesses that experienced a cyber attack reported financial difficulties within six months.   

Cyber threats are constant and they are getting worse. This guide covers the most common threats businesses face today and the concrete steps you should take to protect your data, systems, and operations.

Common Cyberthreats Faced by Businesses

Businesses have always been targets for cybercriminals. The integration of artificial intelligence into attack methods has made those attacks faster, more targeted, and harder to detect. Understanding what you are up against is the first step toward building a defense that holds.

Ransomware

Ransomware encrypts your files and locks you out of your own systems. Attackers demand payment to restore access. The average ransomware attack costs businesses over $1.85 million when you account for downtime, recovery, and lost revenue, according to Sophos research. Even businesses that recover their data without paying face weeks of disruption. Ransomware groups target organizations of all sizes because smaller businesses tend to have weaker defenses and fewer resources to respond.

Phishing Attacks

Phishing is one of the most common entry points attackers use. Criminals send fraudulent emails or messages designed to trick your employees into handing over passwords, credentials, or financial details. One successful phishing email gives an attacker access to your entire network.

Generative AI has made this threat significantly worse. Criminals now produce convincing phishing emails, deepfake audio, and synthetic video at scale. The quality of fake messages has improved to the point where trained employees still get fooled. IBM reports that phishing is involved in over 40% of all data breaches.

Bad Bots

Bad bots are automated programs built to attack websites, mobile apps, and APIs. A common tactic is credential stuffing, where bots use stolen username-and-password pairs to break into accounts automatically. Because people reuse passwords across services, one leaked credential list gives attackers access to thousands of accounts.

Criminals also use bots to launch Denial-of-Service (DoS) attacks, flooding your network or website with traffic until it goes down. For any business that depends on its online presence, even a few hours of downtime causes real financial and reputational damage.

Insider Threats

Threats do not always come from outside. Employees and contractors cause harm too, both intentionally and by accident. An employee who clicks a malicious link, misconfigures a server, or improperly shares data creates the same damage as an external attacker. The Ponemon Institute estimates that insider-related incidents cost businesses an average of $15.4 million per year. These threats are difficult to detect because the activity looks like normal business behavior.

Supply Chain Attacks

Criminals compromise a trusted vendor or software provider to gain indirect access to their actual targets. Your own security posture does not matter if one of your suppliers is the weak point. The 2020 SolarWinds attack demonstrated the scale of this risk: a single compromised software update affected over 18,000 organizations, including multiple US government agencies. A single compromised vendor has the potential to affect hundreds of downstream businesses simultaneously.

Best Practices to Protect Sensitive Data and Information

You do not need an unlimited budget to defend your business. You need consistency, layered defenses, and a workforce that knows what to look for. The following practices address the most common vulnerabilities attackers exploit.

Enforce Multi-Factor Authentication

Enforce multi-factor authentication (MFA) for every user account and company application. A stolen password alone will not give an attacker access. Options include fingerprint or facial recognition, authenticator apps, and hardware security keys. Microsoft reports that MFA blocks over 99% of automated account attacks. Given how often credentials appear in data breaches, MFA is one of the highest-return controls available to you.

Follow Bot Detection Protocols

Use bot detection tools to stop automated threats before they reach your customers and systems. Reliable bot mitigation tools block credential stuffing, scraping, and denial-of-service attacks. Look for solutions with device fingerprinting, behavioral analysis, real-time detection, and AI integration. Without bot protection in place, your login pages, checkout flows, and APIs are open to automated attacks around the clock.

Regularly Update and Patch Software

Attackers actively scan for systems running unpatched vulnerabilities. The time between a vulnerability being disclosed and it being exploited is often days, not months. The 2017 Equifax breach, which exposed the personal data of 147 million people, traced back to an unpatched software vulnerability. Update and patch all software, applications, and operating systems promptly. Automate the process wherever you are able to eliminate delays.

Limit Access to Sensitive Information

Give employees only the access they need to do their job. This principle, known as least privilege, limits the damage from both compromised accounts and insider threats. Review permissions regularly. Revoke access immediately when employees change roles or leave the organization. A former employee with active credentials is an open door.

Back Up Data Regularly

Regular, tested backups give you an option other than paying a ransom when an attack hits. Store backups in a secure, offsite or cloud-based location isolated from your main network. A backup stored on the same network as your primary systems will likely be encrypted alongside them during a ransomware attack. Test your backups on a scheduled basis. A backup you have never tested is a backup you cannot rely on.

Build an Incident Response Plan

No defense stops every attack. You need a documented plan for what happens when one gets through. Your plan should specify who handles what, how to contain the attack, how to communicate with customers and regulators, and how to restore operations. According to IBM, organizations with a tested incident response plan save an average of $2.66 million per breach compared to those without one. Test and update the plan at least once per year.

Secure Your Network

Your network is the pathway attackers use to move through your systems once they get in. Segment your network so a breach in one area does not automatically give access to everything else. Require employees to use a VPN when working remotely, especially on public Wi-Fi. Use firewalls to filter traffic at the perimeter. Disable unused ports and services. These steps reduce how far an attacker gets even when your other defenses fail.

Train Your Employees

Human error contributes to the vast majority of successful cyberattacks. Run regular security awareness training that covers phishing recognition, password hygiene, safe browsing habits, and how to report suspicious activity. Use simulated phishing exercises to test what employees have learned and identify who needs more support. Make reporting easy and free of blame. Early reports stop attacks that would otherwise go unnoticed for weeks.

Conduct Regular Security Audits

Your defenses need testing, not just setup. Schedule periodic security audits to identify gaps in your controls, outdated configurations, and access permissions that have accumulated over time. Penetration testing, where a security professional attempts to breach your systems the way an attacker would, gives you a realistic view of your exposure. Treat audit findings as a prioritized action list, not a report to file away.

Consider Cyber Insurance

Cyber insurance does not prevent attacks, but it reduces the financial impact when one succeeds. A good policy covers costs related to data recovery, legal fees, regulatory fines, customer notification, and business interruption. Review policies carefully. Many exclude coverage for attacks linked to unpatched vulnerabilities or inadequate security controls, so the practices described in this guide are prerequisites for getting the most out of coverage.

Invest in the Right Security Tools

Endpoint antivirus is a starting point, not a complete solution. Firewalls, email filtering, network monitoring, and threat detection systems add the layers you need. Many modern tools use machine learning to identify behavior that traditional detection would miss. Match your toolset to your actual risk profile and budget, then build from there as your needs grow.

Cyberattacks will happen. The businesses that recover are the ones that prepare before an attack occurs, not after. Enforce MFA, deploy bot mitigation, keep software patched, restrict access, back up your data, secure your network, train your team, audit your defenses, and document your response plan. Do those things consistently and you give your business a real defense against the threats most likely to cause serious damage.

How Technology Is Changing Rugby in 2026

From the data vest worn under a player’s jersey to the bunker review that can overturn a referee’s call, technology is reshaping how rugby is coached, officiated, and how players are kept safe, with the Rugby World Cup in Australia next year adding urgency to every decision.

Smart Mouthguards: A Turning Point for Player Welfare

World Rugby mandated the Prevent Biometrics instrumented mouthguard across all elite competition from January 2024, backing the rollout with €2 million. 

Transmitting impact data via Bluetooth to a pitchside doctor, the device triggers a Head Injury Assessment when a collision exceeds a set g-force threshold. 

A newer version with LED lights debuted at the 2025 Women’s Rugby World Cup and is confirmed for the men’s Rugby Championship ahead of RWC27, representing a significant step forward in real-time concussion identification.

GPS Tracking: The Data Behind Every Metre

The GPS vest has become standard kit at elite level, with devices from providers like STATSports and Catapult tracking distance, speed zones, and collision counts in real time. 

The data is position-specific, meaning backs and forwards are managed on different conditioning programmes, with AI now used to refine individual training loads further. 

Platforms like Vodafone’s PLAYER.Connect pull GPS, heart rate, and biometric data into a single coaching dashboard, and by the time squads assemble for Australia, performance staff will have years of granular player data to draw on.

Referee Technology: Progress With Caveats

The Foul Play Review Officer process and TMO system give referees access to multiple camera angles and a dedicated bunker team, allowing decisions on foul play, try awards, and card upgrades to be reviewed with a level of scrutiny impossible in real time. 

The 2026 Six Nations largely demonstrated the system working as intended, though the closing stages of France’s title-winning 48-46 victory over England drew criticism after the TMO was accused of intervening outside its permitted scope. 

World Rugby has since appointed an independent panel with a July deadline to resolve questions about protocol consistency and referee authority during reviews before Australia.

The Stakes

Rugby in 2026 finds itself better equipped than ever to protect players and improve decision-making, but the sport is still resolving where the boundaries of technological intervention should lie. With the World Cup less than a year away, the pressure to get that balance right has never been greater.

Where to Get a Secure Mobile Legends Top-Up without Risking Your Account?

If you have been playing Mobile Legends, you know the excitement of grabbing Diamonds for new skins or the Starlight Pass. Doing a Mobile Legends top-up safely can be tricky with so many sketchy sites online.

Most players think in-game purchases are the only secure option, but they often cost more. With the right platform, you can enjoy a safe MLBB top-up experience while getting better value.

You will learn how to top up Mobile Legends securely, what makes a trustworthy MLBB top-up platform, and how BuffBuff makes buying Diamonds simple, safe, and stress-free.

Why Security Matters When You Top Up Mobile Legends

Security is the first thing to consider when doing a Mobile Legends top-up. Some sketchy sites ask for your account password, which can lead to account theft or permanent bans.

According to our research, almost all trusted, secure MLBB top-up platforms require only your UID and Zone ID. We haven’t found a reputable service that requires login details, so sharing passwords is never necessary.

Using just UID and Zone ID keeps your account safe while letting Diamonds go directly to the right place. This makes topping up Mobile Legends secure for players who want both convenience and value.

Essential Features of a Safe, Secure MLBB Top-Up Platform

Not all MLBB top-up platforms are created equal, so it’s important to know what makes one reliable. Choosing a platform with the right features keeps your Diamonds safe and your account secure.

  • Data Privacy & Security: The platform should protect your payment info with encryption.
  • Instant Diamond Delivery: Diamonds should arrive in your account within minutes to avoid missing limited-time events.
  • Transparent Pricing: All costs, including taxes and fees, should be clearly shown before you confirm payment.
  • Official Distributor: The service uses official channels for direct top-ups to keep your account safe.
  • Verified User Reviews: Check ratings and feedback on Trustpilot or the platform itself to see if other players trust it.
  • Sales Volume & Popularity: Platforms with thousands of daily transactions usually deliver reliably and consistently.

BuffBuff, a Safe, Secure Solution for Your Mobile Legends Needs

Topping up Diamonds should be simple, safe, and stress-free for every Mobile Legends player. That’s where BuffBuff comes in, offering a platform for a fast, secure, and reliable MLBB top-up.

With BuffBuff, you only need your UID and Zone ID to complete this purchase, so there’s no risk of sharing passwords or sensitive login info. The platform is designed for smooth navigation, instant delivery, and hassle-free Mobile Legends top-up.

It also gives players peace of mind when buying Diamonds or Passes like the Twilight Pass. Knowing that BuffBuff handles your Mobile Legends top-up securely and efficiently makes it easy to focus on enjoying the game.

Official Distributor

BuffBuff has official partnerships with several game developers, including PUBG Mobile, Arena Breakout: Infinite, and Dragonheir: Silent Gods. This means the service is recognized and trusted in the gaming community.

Being an official distributor guarantees that every Diamond and Mobile Legend top-up is legitimate. Players don’t have to worry about fake credits or account bans when doing a Mobile Legends top-up.

Because of these partnerships, BuffBuff can provide a secure, consistent Mobile Legends top-up experience. It’s a reliable choice for both casual and hardcore players who want safe transactions.

Pricing Transparency

BuffBuff clearly shows all costs before checkout. For example, if you choose a Twilight Pass pack priced at $7.99 and pay with PayPal, a $0.71 transfer fee will appear, bringing the total to $9.12.

This transparency ensures you know exactly how much you will pay when you top up Mobile Legends. No hidden fees, no surprises, and you can plan your in-game purchases accordingly.

It also allows you to easily compare payment methods. Different options may have different transfer fees, but the platform displays them upfront so you can make an informed decision.

Verified User Reviews & Sales

BuffBuff’s Mobile Legends top-up service has been sold over 18,000 times. It’s one of the platform’s best-selling products, showing that many players trust it for their Diamond needs.

The service has a 5-star rating from around 98% of users. Positive feedback highlights fast delivery, secure transactions, and smooth payment options.

High sales volume and excellent reviews make BuffBuff a safe choice for a Mobile Legends top-up. It proves that both the platform and its services are reliable and valued by the gaming community.

How BuffBuff Simplifies the Mobile Legends Top-Up Process

BuffBuff makes topping up ML fast and easy for everyone. You just enter your UID and Zone ID, and there’s no need to share any passwords or account info for a safe Mobile Legends top-up.

Next, pick the Diamond package you want. Available options range from small packs like 5 Diamonds up to 7,740 + 1,548 Diamonds depending on your Zone ID, and there are also Passes like the Twilight Pass.

Finally, choose your preferred payment method and confirm the transaction. Diamonds usually appear instantly in your account, ensuring a secure, smooth MLBB top-up experience every time.

Planning Your In-Game Purchases Securely with BuffBuff

With BuffBuff, planning your Mobile Legends purchases is simple and worry-free. You can budget for big events like 515 Promo Diamonds without stressing about failed transactions.

The platform helps you avoid delays or unexpected fees. This way, topping up Diamonds is smooth, and you can focus on climbing ranks or collecting skins.

You don’t have to worry when grabbing a Mobile Legends top-up on BuffBuff. In addition to being safe and secure, they have a responsive customer service team that will help you resolve your issues quickly if anything goes wrong. 

Final Thoughts

Keeping your Mobile Legends account safe should always be your top priority when getting a Mobile Legends top-up. Using trustworthy platforms like BuffBuff ensures you avoid scams, account bans, or stolen credentials.

BuffBuff provides instant delivery, clear pricing, multiple payment options, and responsive customer service. This makes topping up ML smooth, secure, and convenient for every player.

Plus, with BuffBuff you can manage multiple games safely and plan your in-game spending responsibly. Don’t forget to explore safe options for other titles and Mobile Legends redeem codes to get extra perks and keep your accounts worry-free.

Siemens expands data centre partner ecosystem to scale next-generation AI infrastructure

As AI drives unprecedented demand for data centre capacity, the industry faces a growing challenge in aligning rapidly expanding compute infrastructure with available power. To address this, Siemens Smart Infrastructure is expanding its data centre ecosystem through a strategic investment in, and partnership with, Emerald AI, alongside the integration of Fluence battery energy storage solutions, and the addition of collaborative physics-based AI modeling with PhysicsX. Together, these capabilities create flexibility across compute, energy, and infrastructure systems, helping data centre operators connect to the grid faster, scale efficiently, and operate reliably in a power-constrained world.

“Scaling AI infrastructure isn’t just a computing challenge, it is equally an energy and infrastructure challenge,” said Ruth Gratzke, President of Siemens Smart Infrastructure U.S. “As demand for AI processing accelerates, data centre growth is increasingly constrained by grid capacity and interconnection timelines. Addressing this requires complex coordination across both the digital and energy domains. Siemens is actively investing in key technologies

and partnerships to expand the ecosystem required to scale AI responsibly and support the next generation of data centre infrastructure.”

Emerald AI enables AI workloads to shift in time and location to align with grid conditions, allowing data centre demand to respond dynamically to available power. By coordinating when and where AI workloads run alongside dispatching onsite energy resources, this approach helps smooth peak demand, achieves faster and larger grid connections for data centres, and reduces pressure on constrained power infrastructure. The strategic investment in Emerald AI strengthens Siemens’ ability to introduce flexibility at the compute layer. When combined with Siemens’ expertise in power infrastructure and operational technology, this creates true IT/OT convergence between AI workloads and power systems.

A key element of this expanded ecosystem is the addition of Fluence’s grid-scale energy storage solutions, designed to support the next generation of high-performance AI data centres. As compute clusters grow in size and density, Fluence energy storage solutions enable data centres to accelerate grid connection by shaping load and coordinating ramp rates, making large AI-scale demand more predictable and easier for utilities to approve. This can turn power-constrained locations into viable data centre sites and accelerate time to power, which can enable deployment of energy storage in months rather than years of grid upgrades. Fluence’s energy storage solutions can also provide dispatchable, on-site power that aims to enable data centres to operate during grid build-outs, capacity shortfalls, or outages. By supporting consistent power quality and flexible scaling, Fluence can help data centre operators bring capacity online faster while maintaining the reliability required for mission-critical AI workloads.

Strengthening this ecosystem further, Siemens is collaborating with PhysicsX to apply physics AI to the design and operation of data centre power distribution systems. Using AI models trained on Siemens’ multi-physics simulation data, engineers can predict thermal behavior in complex busway systems in real time. With PhysicsX, simulations that once took days can run in under a second, enabling faster design iteration, optimized infrastructure for dynamic AI workloads, and the foundation for predictive monitoring across entire facilities.

The rapid growth of AI will continue to place new and often highly dynamic demands on power systems, with large training and inference clusters creating rapidly shifting loads that challenge traditional grid planning and data centre design. As a result, operators must find new ways to manage these demands while maintaining the performance and reliability required for AI infrastructure. Siemens’ expanded ecosystem is designed to help address this challenge by bringing together AI workload orchestration, grid-integrated energy systems, and AI-optimized physical infrastructure to support the next generation of AI infrastructure.

For more information on Siemens Smart Infrastructure, please see Siemens Smart Infrastructure.

Best Residential Proxy Provider: What You Should Actually Look For

Anyone who has ever tried to collect data from websites at scale runs into the same problem sooner or later: blocks. At first everything works. Then requests start failing, pages stop loading properly, and eventually access disappears completely.

In most cases the reason is simple. Websites monitor traffic very closely. If dozens or hundreds of requests come from the same IP address, the system quickly assumes automation and shuts the door.

That is exactly the situation where residential proxies become useful.

A residential proxy works through an IP address assigned by an Internet Service Provider to a real household connection. To the website, the visit looks like a normal person opening a page from home rather than a script running somewhere on a server.

Over the past few years demand for these tools has increased a lot. Data has become a core part of business decisions. Companies monitor search rankings, track prices, analyze competitors, and verify advertising campaigns.

But the moment automated traffic becomes noticeable, websites begin limiting access. That is why many teams end up searching for the best residential proxy provider instead of relying on basic proxy solutions.

The difference becomes obvious very quickly: some proxy networks work smoothly for weeks, while others start failing after a few hundred requests.

What Are Residential Proxies and Why Businesses Use Them

To understand why residential proxies are so widely used, it helps to look at how websites evaluate incoming traffic.

Servers rarely see the user directly. Instead, they see the IP address and some behavioral patterns. If the IP belongs to a hosting provider, it immediately raises suspicion. Many automated tools operate from datacenter infrastructure.

Residential IPs look different. They belong to real internet subscribers. From the server’s point of view, the request appears to come from someone sitting at home with a laptop or phone.

This difference alone changes how the request is treated.

 

Feature Residential Proxy Datacenter Proxy
IP source Real ISP connection Hosting server
Detection risk Lower Higher
Location precision Often city-level Usually generic
Blocking rate Relatively low Much higher
Typical price Higher Lower

Because residential traffic appears more natural, companies use it for tasks that require stable access to websites.

Where residential proxies are commonly used

  • large-scale web data collection
  • checking search results in different regions
  • monitoring advertising placements
  • tracking competitor pricing in e-commerce
  • managing multiple social media or marketplace accounts

Take price monitoring as a simple example. A retailer may want to track how competitors price products in several countries. If all requests come from a single address, the store’s security system may block them within minutes.

Using residential proxies spreads those requests across many real connections. From the website’s perspective it looks like normal visitors browsing the catalog.

That is why businesses working with large volumes of data rarely rely on random proxy lists. Instead they compare services and try to find the best residential proxy provider that offers stable infrastructure and enough IP addresses.

Key Features of the Best Residential Proxy Provider

Once someone starts comparing proxy services, the number of options can be surprising. Many platforms promise fast speeds, unlimited access, and massive IP pools.

In practice, the differences become clear only after using the service for real tasks.

Experienced users usually pay attention to several practical details when evaluating the best residential proxy provider.

Important things people look at

  • how large the IP pool actually is
  • whether the network covers many countries
  • connection stability during long sessions
  • options for rotating IP addresses
  • availability of APIs for automation
  • transparency about where the IPs come from
  • responsiveness of support teams

The size of the network matters more than beginners expect. When the IP pool is small, the same addresses get reused frequently. That increases the chances of websites recognizing the pattern.

Location coverage is another factor. Some tasks require traffic from very specific regions. Search results, for instance, can look completely different depending on the city or country of the visitor.

Connection reliability is also easy to underestimate. If proxies constantly disconnect or respond slowly, automated scripts begin to fail. Over time that creates gaps in collected data.

Another point worth checking is how the residential IPs are sourced. Established providers usually work through opt-in programs where users agree to share their connection. This approach keeps the network transparent and avoids legal concerns.

When these factors come together — large IP pools, stable connections, and proper infrastructure — a provider begins to stand out as the best residential proxy provider for many professional tasks.

 

Top Residential Proxy Providers Compared

The residential proxy market has grown quickly during the last decade. What used to be a niche tool for developers is now widely used by marketing teams, researchers, and data analysts.

Several companies have built particularly large networks. Different providers appeal to different types of users.

Large data companies often prefer services with massive IP pools and advanced APIs because they run complex data pipelines. Smaller teams sometimes choose simpler platforms that are easier to configure.

There is also a separate category of static residential proxy providers. Instead of rotating addresses frequently, these services offer residential IPs that remain stable for longer periods.

Such proxies are often used for account management or monitoring tasks where changing the IP address too often may trigger security checks.

In reality, the best residential proxy provider depends heavily on what the user wants to do. Data scraping, market research, and account automation all have slightly different requirements.

In the next part of this guide we will look closer at static proxies, rotating networks, and whether using residential proxy free services is actually practical.

Static vs Rotating Proxies: Understanding Static Residential Proxy Providers

When people first hear about residential proxies, the difference between rotating and static IPs is often confusing. In reality, the concept is quite straightforward once you start using them in practice.

Rotating residential proxies automatically switch the IP address after a certain number of requests or after a short period of time. The idea behind this approach is simple: every request appears to come from a different user. For large-scale tasks this behavior is extremely useful.

Static proxies work the opposite way.

Instead of constantly changing the address, the same residential IP stays assigned to a user for a longer time. Services built around this concept are often referred to as static residential proxy providers.

Both options solve different problems.

Rotating proxies are typically used when the goal is to access many pages quickly without triggering rate limits. Data collection tools, for example, rely heavily on this type of rotation.

Static proxies are usually chosen when stability matters more than constant IP changes. Some platforms expect a consistent connection and may treat frequent switching as suspicious activity.

That is why static residential IPs are often used for:

  • managing multiple accounts 
  • accessing dashboards or web services 
  • monitoring websites over long periods 
  • running automation tools that require session stability 

In other words, rotating proxies are better for large volumes of requests, while static proxies help maintain a stable identity online.

Are There Any Residential Proxy Free Options?

A lot of beginners start their search by looking for residential proxy free solutions. At first it sounds logical. If a free option exists, why not try it?

The problem is that free proxy networks rarely behave the way people expect.

Most of them rely on very small pools of IP addresses that are shared by many users at the same time. As a result, those addresses quickly become overused. Websites start recognizing them and blocking access more aggressively.

Another issue is performance. Free proxies are often slow and unstable. Connections drop, requests time out, and scripts fail unexpectedly.

Security can also be a concern. When a proxy service is completely free, it is often unclear how the network is maintained or who controls the infrastructure.

For that reason, residential proxy free services are sometimes used for testing small tools or learning how proxies work. But once a project becomes serious, most users move to paid services that provide larger IP pools and stable routing.

In practice, reliability usually matters more than saving a few dollars.

Expert Opinion on Residential Proxy Networks

Residential proxy networks have gradually become an important part of modern data infrastructure. Companies that analyze online markets or monitor competitors often depend on them every day.

Industry researchers also emphasize their role in large-scale data collection.

“Residential proxies are the most reliable way to access large-scale web data without getting blocked.” — Sedat Dogan, CTO at AIMultiple.  Source: research.aimultiple.com

This statement reflects a simple reality. When a project requires thousands or even millions of requests, ordinary connections stop working very quickly. Residential proxy networks make that scale possible.

Because of this, organizations usually spend time evaluating several services before choosing the best residential proxy provider for their workflow.

 

Conclusion: Choosing the Best Residential Proxy Provider

Residential proxies are now used in many different fields, from market research to SEO monitoring. In practice, they help solve a very specific problem — getting access to websites without running into constant blocks.

In the end, the right provider is simply the one that keeps your workflow running without interruptions.

 

FAQ

What is a residential proxy in simple terms?
 A residential proxy is basically an internet connection that lets your requests go through an IP address belonging to a regular home user. Because websites see that address as a normal household connection, the traffic usually looks like it comes from an ordinary visitor rather than from automated software.

What do static residential proxy providers offer?
 Services known as static residential proxy providers give users a residential IP address that stays the same for longer sessions. This can be useful when working with platforms that expect a stable connection. For example, some dashboards or accounts react negatively if the IP address keeps changing.

Do residential proxy free services really work?
 You can find offers online that promise residential proxy free access. They sometimes work for short tests, but the experience is often inconsistent. Speeds can be slow, and the same IP addresses may be shared by many people, which makes them easier for websites to recognize and block.

Why do people look for the best residential proxy provider?
 Not every proxy network performs the same way. Some have larger IP pools, better routing, and more reliable connections. When projects depend on steady access to websites — for example, during data collection or market monitoring — users usually try to find the best residential proxy provider available to avoid interruptions.

Can residential proxies help with checking search results in other countries?
 Yes, this is one of the practical uses. Residential proxies allow someone to access search engines as if they were browsing from another location. That makes it easier to see how results appear in different regions and compare how rankings change from place to place.

Are residential proxies legal to use?
 In most places they are legal as long as they are used for legitimate purposes. Many companies rely on them for research, analytics, or advertising checks. It is generally recommended to work with providers that clearly explain how their residential IP network is obtained and managed.

https://www.youtube.com/watch?v=dDBOqQvzEt4

 

First Innovate for Ireland National Centre launched – ‘Decarb-AI’

The first Innovate for Ireland national centre, ‘Decarb-AI: AI-Powered Pathways to Climate Resilience’ has been announced today. Created in partnership with AIB and Research Ireland, the €5.7m Decarb-AI national centre will aim to harness the power of artificial intelligence (AI) to accelerate Ireland’s transition to a climate-resilient, low-carbon future.

Decarb-AI will welcome 30 iScholars across three intakes. Eight iScholars – from China, Ghana, India, UK, France, Ireland and Kenya – have already commenced their research. All of these iScholars will undertake fully-funded, four-year PhDs under the supervision of leading academic researchers from Irish higher education  institutions, which are:  University College Dublin (lead institution), Trinity College Dublin, Dublin City University, Technological University Dublin, University of Limerick, University of Galway (via the Irish Centre for High-End Computing – ICHEC), and University College Cork. The iScholars’ research at Decarb-AI research centre will focus on using cutting-edge AI to advance climate mitigation and adaptation across Ireland, with key focus areas including:

  • AI-optimised renewable energy systems and datacentre sustainability
  • Machine learning for water quality forecasting and peatland restoration
  • Earth-observation and biodiversity modelling for land-use policy
  • AI-supported sustainable finance tools for SMEs
  • Transparent AI decision-support systems for real-time decarbonisation planning

The launch of Decarb-AI is a major milestone for the Innovate for Ireland programme. It follows on from the programme’s successful launch in early 2025, which saw the recruitment of the first cohort of 11 iScholars working in a variety of research disciplines. iScholars are outstanding researchers with entrepreneurial qualities and a passion for sustainability.

Yvonne McCarthy , Head of Sustainability Research, AIB, commented: “Tackling climate change requires both ambition and innovation. AIB is proud to partner with Innovate for Ireland on Decarb-AI, an initiative that brings world-leading researchers together to accelerate Ireland’s transition to a low-carbon economy. By supporting the development of AI-driven tools for energy and sustainable finance, we’re helping to unlock some of the solutions that will ensure that businesses and communities can make meaningful progress on decarbonisation that allows them to thrive.”

Dr Diarmuid O’Brien, CEO Research Ireland, commented: “By combining advanced AI research with real-world climate challenges, Decarb-AI has the potential to generate solutions that are both scientifically rigorous and nationally impactful. This initiative will train the next generation of interdisciplinary leaders and strengthen Ireland’s credentials in climate research innovation.”

Andrew Parnell, Lead PI and Professor of Data Science for Weather and Climate at University College Dublin, commented “AI is the catalyst required to solve the multi-objective problems inherent in climate resilience. Through Decarb-AI, we are fostering a research environment where advanced data science meets urgent environmental necessity through our new iScholars. Our focus is on creating scalable, academically rigorous, and industry-ready outputs ranging from peatland restoration to sustainable finance. We must ensure that Ireland remains at the global forefront of excellence in AI and sustainability.”

Dr Simon Boucher, Chief Executive, Global Innovators Ireland, commented: “The opening of the Decarb-AI national centre is an important step towards realising the Innovate for Ireland vision of establishing Ireland as a world-leading hub for sustainability innovation and helping to address the world’s most pressing challenges.”

Applications for a second cohort of researchers to Decarb-AI will be invited from ambitious candidates with backgrounds in AI, data science, engineering, environmental science, ecology, geography, finance, and related fields who want to build high-impact AI solutions for climate resilience.

Top 7 Data Visualization and Tableau Courses to Build Analytical Leadership Skills in 2026

According to a 2026 report by Mordor Intelligence, the Business Intelligence market adoption has hit 82%, yet a severe training gap remains. 

Research from BCG indicates that 70% of digital transformations fail due to poor data literacy and visualization. 

In this article, you will discover the top data visualization courses designed to bridge that gap and drive real analytical leadership.

How Have We Selected These Best Tableau & Power BI Training Courses?

  • Curriculum relevance to the 2026 data-driven corporate ecosystem.
  • Institutional prestige & the professional caliber of the certifying body.
  • Focus on analytical architecture (e.g., Power Query, DAX, AI Copilot integration) rather than mere data entry.
  • Flexibility of delivery modes suited for high-level executive schedules.
  • Direct applicability of outcomes to enterprise-scale problem-solving & financial modeling.

Overview: Best Tableau & Power BI Courses for 2026

# Program Provider Primary Focus Delivery Ideal For
1 Advanced Data Viz (Power BI) Great Learning Executive Dashboarding Online/Self-Paced Senior Leaders
2 Data Analysis & Viz (Power BI) Coursera (MS) Technical Modeling Online/Self-Paced Career Switchers
3 Data Visualization in Power BI DataCamp Interactive Exploration In-Browser Hands-on Managers
4 Tableau Essentials Great Learning Visual Storytelling Online/Self-Paced Technical VPs
5 Power BI (PL-300) ONLC Certification & Governance Live Virtual Compliance Officers
6 Power BI for Data Analysis Data for Dev Humanitarian Impact Online Workshop Non-Profit Leaders
7 Power BI Nanodegree Udacity Project-Based Mastery Online/Mentored C-Suite Finance

Best Power BI Training and Tableau Courses in 2026

1. Advanced Data Visualization using Power BI — Great Learning

This Power BI Training course by Great Learning is designed for professionals who need to go beyond basic reporting to build robust, executive-level data pipelines. 

 

It provides an in-depth dive into hierarchical charts, clustering, and complex What-If analyses. 

 

Enrolling in this GLA Pro+, learners gain access to 500+ courses, AI-powered career tools, guided projects, and recognized certifications from Microsoft and AWS to strengthen their career prospects.

 By the end of this course, leaders can extract actionable insights from real-world business scenarios.

 

  • Delivery & Duration: Online, 11 hours, self-paced with 1 major guided project (FIFA Player Analysis).
  • Credentials: Certificate of completion (Great Learning and Microsoft recognized).
  • Instructional Quality & Design: Faculty-led video modules featuring enterprise case studies and interactive labs.
  • Support: 24-hour AI assistance, AI resume builder, and personalized mock interviews.

 

Key Outcomes / Strengths:

  • Architect data modeling workflows utilizing advanced visualizations and cross-filtering.
  • Formulate dynamic parameters to execute high-stakes What-If scenario analyses.
  • Synthesize complex datasets through clustering to identify market outliers.
  • Evaluate operational bottlenecks through interactive dashboards to drive profitability.

2. Data Analysis and Visualization with Power BI — Coursera

Developed directly by Microsoft, this program focuses on the technical end-to-end process of preparing and modeling data. 

 

It is the gold standard for those seeking a software-authorized path to the PL-300 certification. 

 

The curriculum emphasizes data cleaning with Power Query and the implementation of scalable relational models.

 

  • Delivery & Duration: Online, flexible schedule; approximately 30 hours of instructional material.
  • Credentials: Shareable Professional Certificate from Microsoft and Coursera.
  • Instructional Quality & Design: Video lectures from Microsoft experts combined with hands-on labs.
  • Support: Peer discussion forums and automated grading with instant technical feedback.

 

Key Outcomes / Strengths:

  • Deconstruct enterprise databases into functional datasets using Power Query.
  • Implement robust dimensional data models using star schemas for reporting accuracy.
  • Translate business requirements into clear visual narratives using advanced features.
  • Apply best practices in data governance within the Power BI Service environment.

3. Data Visualization in Power BI — DataCamp

This interactive course serves as a strategic entry point for managers who value efficiency.

 

 It utilizes an in-browser sandbox to teach the essentials of data visualization software, requiring no local installation. 

 

The focus is on rapid drag-and-drop dashboarding and immediate data exploration.

 

  • Delivery & Duration: Online interactive platform; 6 hours of modular, skill-focused learning.
  • Credentials: Statement of Accomplishment upon track completion.
  • Instructional Quality & Design: 60 interactive exercises offering immediate coding and design feedback.
  • Support: Community-led help center and downloadable coding cheatsheets.

 

Key Outcomes / Strengths:

  • Navigate the Power BI interface to connect to local and cloud-based datasets.
  • Construct foundational visualizations, including interactive bar charts and geographic maps.
  • Evaluate sorting and filtering techniques to drill down into specific data points.
  • Implement basic DAX measures to calculate essential performance indicators.

4. Tableau Data Visualization Essentials — Great Learning

This Tableau course by Great Learning helps professionals move past spreadsheets to build robust, executive-level data stories. 

 

It provides an in-depth dive into visual analytics, data structuring, and parameterized reporting. The focus is on “visual logic,” ensuring that dashboards solve specific business problems rather than just presenting raw numbers.

 

Enrolling in this GLA Pro+, learners gain access to 500+ courses, AI-powered career tools, guided projects, and recognized certifications from Microsoft and AWS to strengthen their career prospects.

  • Delivery & Duration: Online, 8 hours of video content with 1 major guided project.
  • Credentials: Verified Certificate of Completion in Tableau.
  • Instructional Quality & Design: Faculty-led modules focusing on storytelling and dashboard blueprinting.
  • Support: Access to a network of 5 million+ learners and dedicated AI mentorship.

 

Key Outcomes / Strengths:

  • Architect dynamic dashboards utilizing heat maps, tree maps, and Pareto charts.
  • Formulate complex calculations and parameters to allow end-user interaction.
  • Synthesize clear data-driven stories using Tableau’s unique storyboarding features.
  • Apply data blending techniques to merge disparate sources into a unified visual truth.

5. Microsoft Power BI Data Analyst (PL-300) — ONLC

For professionals focused on corporate compliance and official standards, this program offers an exam-aligned curriculum. 

 

It emphasizes the governance and administrative aspects of a Power BI deployment. It is specifically tailored for those who will oversee an organization’s entire BI infrastructure and security protocols.

 

  • Delivery & Duration: Live virtual classes (4 days) or self-paced on-demand options.
  • Credentials: Prepares students for the Microsoft PL-300 certification exam.
  • Instructional Quality & Design: Instructor-led labs that replicate real-world enterprise IT environments.
  • Support: Direct interaction with certified instructors and post-training resources.

 

Key Outcomes / Strengths:

  • Architect secure data environments by applying Role Level Security (RLS).
  • Manage the full lifecycle of a report from initial query to final publication.
  • Optimize report performance by identifying bottlenecks in the data model.
  • Standardize metric definitions across the organization using shared datasets.

6. Power BI for Data Analysis Workshop — Data for Dev

This specialized workshop is ideal for leaders in the non-profit sector. It frames Power BI within the context of monitoring, evaluation, and impact reporting. 

 

The course focuses on using data to tell a compelling story to donors and stakeholders, using humanitarian-specific datasets.

 

  • Delivery & Duration: Online workshop; 10 hours of intensive, project-focused training.
  • Credentials: Certificate of Participation in Data Analysis for Development.
  • Instructional Quality & Design: Case-study driven learning using real humanitarian datasets.
  • Support: Access to a peer community of development professionals.

 

Key Outcomes / Strengths:

  • Build specialized impact dashboards that track project indicators and donor requirements.
  • Automate the cleaning of multi-source field data for immediate visual analysis.
  • Formulate interactive maps to visualize project reach and resource distribution.
  • Cultivate transparent data environments that facilitate trust with global stakeholders.

7. Data Analysis and Visualization with Power BI — Udacity

The Udacity Nanodegree offers an intensive, real-world analytical blueprint for professionals seeking mastery. 

 

It moves from basic navigation to complex DAX iterators and time-intelligence functions. It is the most comprehensive option for those seeking a deep career pivot into professional data engineering or C-suite analytics.

 

  • Delivery & Duration: Online; approximately 4 months at 10 hours per week; mentored.
  • Credentials: Professional Nanodegree Certificate.
  • Instructional Quality & Design: Project-centric curriculum reviewed by human experts for industry-grade quality.
  • Support: Technical mentor support, career coaching, and portfolio reviews.

 

Key Outcomes / Strengths:

  • Synthesize advanced relational data models (Star and Snowflake schemas).
  • Build dynamic time-intelligence tools and apply complex DAX measures.
  • Design custom scenario analyses utilizing advanced conditional formatting.
  • Execute professional-grade data storytelling that bridges the gap for C-suite decisions.

Conclusion

In 2026, the distinction between a “manager” and a “data analyst” is rapidly disappearing. The ability to command data visualization tools at an advanced level is no longer just about generating simple charts; it is about engineering the architecture of business intelligence. 

 

Selecting the right online free courses with certificate today is the most significant step toward mastering data visualization and analytical leadership in 2026.

 

How Xero and Sage Support Making Tax Digital Compliance

Choosing accounting software is one of the first practical decisions any UK business faces when preparing for Making Tax Digital. The platform you select shapes how you store records, calculate VAT, and submit returns to HMRC. Two names come up consistently in this conversation: Xero and Sage. Both carry HMRC recognition. Both handle the technical requirements. But they approach the job differently, and understanding those differences is what makes the choice useful rather than arbitrary.

The Baseline: What MTD Demands from Any Software

MTD sets specific technical requirements that software must meet to qualify as compliant.

Your platform must store digital records of all income and expenses. It must calculate VAT automatically from those records. It must generate returns in the format HMRC accepts and transmit them directly via API — not through a manual export or copy-paste process. And it must maintain a complete digital audit trail linking every figure in your return back to the original transaction.

That last point is where many businesses unknowingly fall short. If your process involves transferring numbers from one system into another by hand at any stage, you’ve broken the digital link requirement. The software may be HMRC-approved; the way you’re using it may not be compliant.

Xero and Sage both satisfy these requirements in full. Where they differ is in design philosophy, workflow, and the types of businesses they serve most effectively.

Xero’s Approach to MTD

Xero operates entirely in the cloud. There’s no software to install, no server to maintain, and no files to transfer between devices. You log in through a browser or mobile app, and your data is available in real time to anyone you authorise — including your accountant.

The platform’s MTD-relevant strengths centre on automation. Bank feeds connect directly to your business accounts and pull transactions into Xero automatically. The mobile app lets you photograph receipts and attach them to transactions on the spot. VAT returns are generated from your categorised records with minimal manual input, then submitted to HMRC directly from within the platform.

Xero suits businesses that want to keep day-to-day bookkeeping straightforward. A sole trader, a small consultancy, or a growing e-commerce business will typically find the interface intuitive and the setup manageable without specialist finance knowledge. The accountant collaboration model also works well here — shared access means your adviser can review, adjust, and submit without requiring files to be exported and emailed back and forth.

Sage’s Approach to MTD

Sage has a longer history in UK accounting than most of its competitors, and its user base reflects that. Many established businesses have used Sage products for years, some running operations on Sage 50 or earlier desktop versions.

The modern Sage cloud platform carries forward the structural depth that made those earlier versions popular. Detailed financial ledgers, departmental cost tracking, customisable reporting, and support for multiple VAT schemes give finance teams the granular control they need for complex operations. For businesses processing high transaction volumes or managing accounts across multiple cost centres, that structure is a practical necessity rather than an optional feature.

Sage also offers a defined migration path for businesses moving from legacy desktop versions. Maintaining continuity of financial history — opening balances, VAT records, chart of accounts — matters significantly for businesses with years of data in an existing Sage system. Switching to an entirely new platform means solving a data migration problem that Sage’s own upgrade path avoids.

Matching the Platform to the Business

Neither platform is universally better. The relevant question is which one fits how your business actually operates.

Smaller businesses and sole traders tend to favour Xero. The learning curve is lower, the interface requires less accounting knowledge to navigate, and the automation features reduce the time spent on routine bookkeeping. For businesses without a dedicated finance function, that matters.

Larger businesses and those with internal finance teams often find Sage more capable. Departmental tracking, detailed ledger management, and robust reporting customisation give accountants and finance managers tools they can’t replicate in a simpler platform. Businesses in manufacturing, construction, or other sectors with job costing requirements particularly benefit from Sage’s feature depth.

Transaction volume is another practical consideration. A business processing a handful of invoices per week has different software needs than one handling hundreds of purchase orders and supplier payments daily. Sage’s ledger architecture scales more naturally for the latter.

Both platforms require correct configuration to work as MTD-compliant systems, and that’s where many businesses encounter problems. Selecting the software is straightforward; setting it up correctly is where the detail lies. Services like Xero, QuickBooks & Sage MTD Setup provide structured implementation support, ensuring the platform you choose is configured accurately for HMRC submissions before your first return is due.

What Correct Configuration Actually Involves

Installing software and creating a login is not the same as being MTD-compliant. The configuration work that happens between those two points determines whether your submissions are accurate and whether your records meet HMRC’s digital link requirements.

The VAT scheme selection is one of the most consequential settings. Standard VAT accounting, Cash Accounting, and the Flat Rate Scheme each calculate liability differently. Applying the wrong scheme means every VAT return you produce carries a systematic error — one that may not surface until an HMRC review.

The chart of accounts needs to reflect how your business actually operates, with income and expense categories mapped correctly to the relevant tax treatment. Poorly structured nominal codes produce returns that misrepresent your VAT position, regardless of how carefully you record individual transactions.

The HMRC API connection must be established, authorised, and tested before you file your first return. Bank feeds need to be verified against your actual accounts. For businesses migrating from older systems, historical data must transfer with opening balances and VAT history intact.

Errors at this stage tend to compound. A misconfigured VAT scheme or a misaligned chart of accounts produces incorrect returns quarter after quarter until someone identifies and corrects the underlying problem.

Sustaining Compliance After Implementation

Software configuration is a one-time project, but staying compliant is ongoing. Both Xero and Sage require users who understand how to operate them correctly — logging expenses accurately, reconciling bank feeds regularly, reviewing VAT before submission, and maintaining the categorisation discipline that makes quarterly returns reliable.

Structured onboarding training, tailored to how your business uses the platform, reduces the errors that stem from unfamiliarity. Some businesses also benefit from periodic compliance reviews — a check that records are reconciled, VAT coding is consistent, and the submission pathway to HMRC remains active and correctly configured.

The Decision in Practical Terms

Xero and Sage each offer a credible route to MTD compliance. Xero works best for businesses that want simplicity, automation, and easy external collaboration. Sage works best for businesses that need detailed financial control, high-volume transaction management, or continuity with existing Sage systems.

What both require is correct setup, consistent use, and a clear understanding of what MTD demands from your records. The software provides the infrastructure. Compliance depends on how that infrastructure is built and maintained.


The platform you select shapes how you store records, calculate VAT, and submit returns to HMRC. Two names come up consistently in this conversation: Xero and Sage. Both carry HMRC recognition. Both handle the technical requirements. But they approach the job differently, and understanding those differences is what makes the choice useful rather than arbitrary.

The Baseline: What MTD Demands from Any Software

MTD sets specific technical requirements that software must meet to qualify as compliant.

Your platform must store digital records of all income and expenses. It must calculate VAT automatically from those records. It must generate returns in the format HMRC accepts and transmit them directly via API — not through a manual export or copy-paste process. And it must maintain a complete digital audit trail linking every figure in your return back to the original transaction.

That last point is where many businesses unknowingly fall short. If your process involves transferring numbers from one system into another by hand at any stage, you’ve broken the digital link requirement. The software may be HMRC-approved; the way you’re using it may not be compliant.

Xero and Sage both satisfy these requirements in full. Where they differ is in design philosophy, workflow, and the types of businesses they serve most effectively.

Xero’s Approach to MTD

Xero operates entirely in the cloud. There’s no software to install, no server to maintain, and no files to transfer between devices. You log in through a browser or mobile app, and your data is available in real time to anyone you authorise — including your accountant.

The platform’s MTD-relevant strengths centre on automation. Bank feeds connect directly to your business accounts and pull transactions into Xero automatically. The mobile app lets you photograph receipts and attach them to transactions on the spot. VAT returns are generated from your categorised records with minimal manual input, then submitted to HMRC directly from within the platform.

Xero suits businesses that want to keep day-to-day bookkeeping straightforward. A sole trader, a small consultancy, or a growing e-commerce business will typically find the interface intuitive and the setup manageable without specialist finance knowledge. The accountant collaboration model also works well here — shared access means your adviser can review, adjust, and submit without requiring files to be exported and emailed back and forth.

Sage’s Approach to MTD

Sage has a longer history in UK accounting than most of its competitors, and its user base reflects that. Many established businesses have used Sage products for years, some running operations on Sage 50 or earlier desktop versions.

The modern Sage cloud platform carries forward the structural depth that made those earlier versions popular. Detailed financial ledgers, departmental cost tracking, customisable reporting, and support for multiple VAT schemes give finance teams the granular control they need for complex operations. For businesses processing high transaction volumes or managing accounts across multiple cost centres, that structure is a practical necessity rather than an optional feature.

Sage also offers a defined migration path for businesses moving from legacy desktop versions. Maintaining continuity of financial history — opening balances, VAT records, chart of accounts — matters significantly for businesses with years of data in an existing Sage system. Switching to an entirely new platform means solving a data migration problem that Sage’s own upgrade path avoids.

Matching the Platform to the Business

Neither platform is universally better. The relevant question is which one fits how your business actually operates.

Smaller businesses and sole traders tend to favour Xero. The learning curve is lower, the interface requires less accounting knowledge to navigate, and the automation features reduce the time spent on routine bookkeeping. For businesses without a dedicated finance function, that matters.

Larger businesses and those with internal finance teams often find Sage more capable. Departmental tracking, detailed ledger management, and robust reporting customisation give accountants and finance managers tools they can’t replicate in a simpler platform. Businesses in manufacturing, construction, or other sectors with job costing requirements particularly benefit from Sage’s feature depth.

Transaction volume is another practical consideration. A business processing a handful of invoices per week has different software needs than one handling hundreds of purchase orders and supplier payments daily. Sage’s ledger architecture scales more naturally for the latter.

Both platforms require correct configuration to work as MTD-compliant systems, and that’s where many businesses encounter problems. Selecting the software is straightforward; setting it up correctly is where the detail lies. Services like Xero, QuickBooks & Sage MTD Setup provide structured implementation support, ensuring the platform you choose is configured accurately for HMRC submissions before your first return is due.

What Correct Configuration Actually Involves

Installing software and creating a login is not the same as being MTD-compliant. The configuration work that happens between those two points determines whether your submissions are accurate and whether your records meet HMRC’s digital link requirements.

The VAT scheme selection is one of the most consequential settings. Standard VAT accounting, Cash Accounting, and the Flat Rate Scheme each calculate liability differently. Applying the wrong scheme means every VAT return you produce carries a systematic error — one that may not surface until an HMRC review.

The chart of accounts needs to reflect how your business actually operates, with income and expense categories mapped correctly to the relevant tax treatment. Poorly structured nominal codes produce returns that misrepresent your VAT position, regardless of how carefully you record individual transactions.

The HMRC API connection must be established, authorised, and tested before you file your first return. Bank feeds need to be verified against your actual accounts. For businesses migrating from older systems, historical data must transfer with opening balances and VAT history intact.

Errors at this stage tend to compound. A misconfigured VAT scheme or a misaligned chart of accounts produces incorrect returns quarter after quarter until someone identifies and corrects the underlying problem.

Sustaining Compliance After Implementation

Software configuration is a one-time project, but staying compliant is ongoing. Both Xero and Sage require users who understand how to operate them correctly — logging expenses accurately, reconciling bank feeds regularly, reviewing VAT before submission, and maintaining the categorisation discipline that makes quarterly returns reliable.

Structured onboarding training, tailored to how your business uses the platform, reduces the errors that stem from unfamiliarity. Some businesses also benefit from periodic compliance reviews — a check that records are reconciled, VAT coding is consistent, and the submission pathway to HMRC remains active and correctly configured.

The Decision in Practical Terms

Xero and Sage each offer a credible route to MTD compliance. Xero works best for businesses that want simplicity, automation, and easy external collaboration. Sage works best for businesses that need detailed financial control, high-volume transaction management, or continuity with existing Sage systems.

What both require is correct setup, consistent use, and a clear understanding of what MTD demands from your records. The software provides the infrastructure. Compliance depends on how that infrastructure is built and maintained.