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Rollout IT
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As the education technology sector continues to expand rapidly, there is a growing need to develop secure EdTech solutions that not only enhance learning experiences but also protect sensitive data. With the increasing adoption of digital tools in education, from virtual classrooms and learning management systems to AI-driven personalized learning platforms, ensuring security and privacy has become a top priority.
About 91.5% of Google traffic stays on the first page, and only 4.8% of users click through to the second page. This tells us that search isn’t just about keywords anymore, it’s about understanding intent.
Search engines have come a long way, moving beyond simple keyword matching to focus on understanding the intent behind each query. Artificial Intelligence (AI) plays a big role in this by enabling search engines to interpret user behavior and make search results more relevant and personalized. But how does AI actually make this possible? Let’s explore it in this article.
Gone are the days when bankers had to deal with a huge pile of paperwork, and customers at banks had to wait in long queues to get a transaction done.
All thanks to technology, which has the potential to transform banking at an exponentially faster pace.
About 93% of online experiences start with a search engine. AI-powered search enhances user engagement by utilizing machine learning and natural language processing to provide more accurate, context-aware, and personalized results.
Let’s explore how AI-driven search is reshaping personalization and user engagement, and why businesses that ignore it risk falling behind.
Have you noticed how online searches have become more conversational? Whether it’s through voice assistants or typing out detailed queries like “What’s the best pizza near me?” or “How do I fix a leaky tap?” The way people search is changing rapidly. This growing trend toward natural language queries highlights the need for businesses to rethink how they handle search functionality and adapt to this new era of AI-powered search.
DeepSeek has made waves in the AI industry by claiming to have trained a 671-billion-parameter model for just $6 million—a fraction of the budget typically required by industry leaders like OpenAI and Meta. To put this into perspective, Meta’s Llama 3 training required 30.8 million GPU hours, while DeepSeek achieved similar results with just 2.8 million hours. This raises an intriguing question: was this cost-saving feat driven by hardware innovations such as TPU clusters, or was it the result of sophisticated software optimizations?
New research from Epsilon shows that most people, about 80%, are more likely to buy something when brands make their shopping experience feel personal and special. This shows how important predictive analytics is for e-commerce businesses. Predicting customer needs using data is essential for staying ahead in the competitive world of e-commerce. Let’s explore how data analytics can help us predict shopping trends, make better decisions, and create personalized experiences that drive success.
Did you know that 35% of what customers purchase on Amazon is directly influenced by its recommendation algorithms? That’s not just a number but a proof of how transformative machine learning (ML) has become in shaping modern e-commerce. In an industry where consumer preferences evolve faster than trends, personalized product recommendations are a key driver for driving sales and enhancing user satisfaction. Let’s dive into how machine learning optimizes product recommendations and why this technology is indispensable for e-commerce businesses.
Artificial intelligence has long struggled to replicate the adaptive reasoning of the human mind. DeepSeek-R1 is a groundbreaking AI model that bridges the gap between machine logic and human-like thinking. It combines cutting-edge techniques like Mixture-of-Experts (MoE) and Multi-Head Latent Attention (MLA) to solve complex problems with unprecedented accuracy and efficiency.
In this article, we’ll explore the science behind DeepSeek-R1, how it mirrors human cognition, and reveal its real-world applications revolutionizing industries from healthcare to finance.
Did you know that 35% of what customers purchase on Amazon is directly influenced by its recommendation algorithms? That’s not just a number but a proof of how transformative machine learning (ML) has become in shaping modern e-commerce. In an industry where consumer preferences evolve faster than trends, personalized product recommendations are a key driver for driving sales and enhancing user satisfaction. Let’s dive into how machine learning optimizes product recommendations and why this technology is indispensable for e-commerce businesses.
Artificial intelligence has long struggled to replicate the adaptive reasoning of the human mind. DeepSeek-R1 is a groundbreaking AI model that bridges the gap between machine logic and human-like thinking. It combines cutting-edge techniques like Mixture-of-Experts (MoE) and Multi-Head Latent Attention (MLA) to solve complex problems with unprecedented accuracy and efficiency.
In this article, we’ll explore the science behind DeepSeek-R1, how it mirrors human cognition, and reveal its real-world applications revolutionizing industries from healthcare to finance.
The AI Security & Governance Report by Immuta analysed how data experts view artificial intelligence (AI). According to the report, 80% of these experts agree that AI is leading to more data security issues. As we move further into the age of AI-powered search systems, worries about privacy are growing for both businesses and individuals. These systems collect and use a lot of personal data, raising questions about how that information is handled. Let’s take a closer look at how these search systems work and why protecting privacy is so important.
The digital world moves faster every day. Businesses need software that works well to stay ahead. If there’s a bug or a delay, users quickly get frustrated and look for other options. AI-powered Quality Assurance (QA) helps solve these problems. It speeds up testing and makes it more accurate. It finds bugs early, which helps businesses keep customers happy.
Reliable software isn’t just nice to have anymore but it’s something every company must deliver. Let’s explore how AI improves testing, saves time, and helps companies create better software for their users.
What Are AI Chatbots, and Why Should We Care?
AI chatbots are more than just smart assistants. They’re tools powered by artificial intelligence to interact with humans naturally. But beyond their basic function, AI chatbots are transforming how education works and are providing the way for a more personalized and accessible learning experience for every student. Let’s take a closer look at how they’re reshaping the educational landscape.
Did you know that the global EdTech market is projected to surpass $404 billion by 2025? That’s not just a big number. It’s a sign of how education is being reimagined. The rise of billion-dollar EdTech unicorns has proven that technology isn’t just complementing education but it’s completely transforming it.
As businesses look to tap into this rapidly growing industry, we need to understand what makes Ed-Tech unicorns successful. What are they doing right and how can their strategies inspire us to create impactful solutions for learners and institutions alike? Let’s explore the trends, tech and tactics reshaping education.
Did you know that Gartner has predicted that 80 percent of customer service and support organizations will be using some form of generative AI technology to support agent productivity and customer experience (CX) by 2025. For B2B companies integrating AI chatbots isn't just a futuristic idea but it’s the key to scaling customer communication effectively, all while keeping costs in check.
In this article, we’ll break down how AI chatbots can transform basic communication in industries, simplify operations and offer a stellar customer experience.
Did you know that the global educational technology (ed-tech) market is projected to grow to over $434 billion by 2030? This exponential growth is largely driven by emerging technologies like Artificial Intelligence (AI), Augmented Reality (AR) and Virtual Reality (VR). These innovative tools are not just fancy additions to classrooms but they are completely reshaping how we think about education.
Businesses are always trying to get better and stay ahead of their competition. There are many tools out there to help make business processes easier like workflow automation software, project management platforms and data analytics solutions. But artificial intelligence (AI) stands out, especially with AI-driven chatbots.
IT is one of the core expensive components of any enterprise. Most of these industries require IT developers for digital product development. Companies implement this strategy by hiring skilled professionals from other sources, typically through staffing agencies or specialized firms, to work on in-house projects. According to the Bureau of Labor Statistics, the demand for IT Staff Augmentation roles is expected to grow 35% by 2030.
2023 has marked a year of innovation, commitment to education, and community involvement for Rollout IT, as we’ve navigated through the dynamic currents of the IT industry. We’ve truly enjoyed the whole of it with our clients and developers during process developments and figuring out effectual solutions for them, and ourselves. Let’s explore some of our key achievements and projects that have marked this year.
Apple Vision Pro is set to redefine the boundaries of technology. With expectations of unparalleled computational power, superior graphics, and innovative user interfaces, Apple is poised to set a new benchmark in technological prowess. The implications for businesses are vast, offering tools and features that were, until now, the stuff of imagination.
In today’s intricate web of e-commerce solutions, the emphasis has increasingly shifted from mere functionality to robust, scalable, and tailored platforms. The power dynamics have evolved, placing more weight on seamless integration, customizability, and IT infrastructure adaptability. As Shopify emerges as a leading e-commerce platform, it’s essential for company leaders and CTOs to appreciate the game-changing impact of Shopify apps. These apps go beyond simple storefront enhancements, delving deep into the core of software development and technology integrations.
Scaleups, growing businesses that are expanding rapidly, are consistently on the hunt for value-driven, efficient solutions. Engaging with Hungarian software development firms might just be the strategic advantage they need.
In a world where businesses are rapidly globalizing, the act of scaling beyond one’s borders, especially a robust market like India, is both exhilarating and daunting. India, with its vast consumer base, diverse demographics, and technological adaptability, offers unique opportunities and challenges. However, taking your business beyond this subcontinent requires not just ambition but a well-crafted strategy that ensures both effective and efficient expansion.
In the digital age, where technology reigns supreme, the success of a business hinges heavily on its technical prowess. At the core of this prowess lies a dedicated team of developers, the architects of innovation. But how do you go about assembling this dream team? It starts with recognizing that recruiting top developers isn’t just about evaluating their code; it’s about understanding their aspirations, motivations, and ensuring that they align with your company’s vision.
Navigating the journey from a budding startup to a successful scaleup is a thrilling endeavor. Central to this voyage is the engineering team — the unsung heroes behind every line of code, every feature launched, and every problem solved. However, as your company expands through staff augmentation, so does the complexity of managing and scaling this critical team.
When blockchain technology first emerged, it was seen primarily as the underlying technology for cryptocurrencies like Bitcoin. While cryptocurrencies continue to capture headlines, it’s becoming increasingly clear that blockchain has far broader applications. This technology is poised to disrupt traditional business models and transform various sectors, from healthcare and finance to logistics and real estate. Let’s explore the myriad use cases of blockchain technology and the opportunities it presents for businesses beyond cryptocurrency.
Blockchain technology has gained widespread attention in recent years, and its impact on business and industry is expected to be significant. A blockchain is a decentralized, digital ledger that is used to securely record transactions and other data in a tamper-proof manner. This technology has the potential to revolutionize the way that businesses operate and interact with one another.
Blockchain development is a rapidly growing field that has the potential to revolutionize a wide range of industries. From finance and healthcare to supply chain management and voting systems, the potential applications of blockchain technology are virtually limitless.
As we move into a new era of technological innovation, user interfaces (UI) are evolving at a rapid pace. Voice and conversational interfaces are emerging as a key component in the future of UI, offering users a more natural and intuitive way to interact with digital products.
In an increasingly digital world, creating a digital product that users will love can be the key to success for businesses of all sizes. As CTOs and developers, your mission is to transform an idea into a compelling, user-friendly product that meets the needs of your target audience. In this article, we’ll walk you through the essential steps of building a digital product, from ideation to launch, and share valuable tips to ensure your product stands out in a crowded marketplace.
As an IT company, Rollout IT is always exploring innovative ways to improve user experience, and progressive web apps (PWAs) are the latest trend in web development. PWAs offer many benefits over traditional web applications, including faster load times, offline access, and improved user engagement. In this article, we will explore the benefits of PWAs and how they can improve the user experience.
Virtual and augmented reality technologies have become increasingly popular in recent years, with their potential applications across several industries. From entertainment and gaming to healthcare and education, these technologies have already made significant strides in many fields.
We’ve already discussed what has been going on in the back-end of the Labster platform, an exciting project which glimpses into the future of education. Rollout has been helping Labster with several senior backend, frontend engineers, and QA testers (altogether 11 IT professionals). This time we share Judit’s experience, who was a member of the testing team. She played a crucial role in safeguarding the complex transition of the Labster web portal.
Relate is a web platform, still under development, that brings forward a new way of working with information.
It’s layered and it gives you a very visual way of organizing things in space. Inside this space you can actually work, it’s not just about note taking or organizing. You really bring your information in there to work with it. So while you work, you organize things and it’s easy for people to work with you.
The metaverse is the next big thing in technology. Key stakeholders claim it will change the way we work, relax and socialize, and will allow users to fully immerse themselves in an online tailored experience.
This article will explore the metaverse as an opportunity for developers, identifying the key stakeholders, skills, and opportunities this new technology brings.
The digital age has given rise to a vast array of software architecture patterns. Two of the most debated structures are microservices and monolithic architectures. While both have their merits, each also has its own set of drawbacks. If you’re a software architect, CTO, or any stakeholder in the IT industry, understanding these patterns can greatly influence the efficiency, scalability, and long-term success of your applications. Let’s embark on a journey to dissect these architectures and weigh their pros and cons.
In the landscape of digital transformation, cloud computing has become a critical pillar. It has fundamentally reshaped how businesses operate and innovate, offering scalability, flexibility, and cost-effectiveness. As cloud computing continues to evolve, new trends are emerging, offering novel ways to leverage this transformative technology. This article explores three of these key trends: serverless computing, edge computing, and hybrid cloud.
The business world is in the midst of a seismic transformation, fueled by the rapid pace of technological advancement and an ever-increasing demand for operational efficiency. At the epicenter of this shift, cloud-native application development stands as a powerful tool that can reshape not just how businesses operate, but how they create, adapt, and deliver value.
As an IT company, Rollout IT understands the importance of adopting innovative technologies to stay ahead of the curve in the fast-paced world of IT. Serverless architecture is one such technology that has gained significant traction in recent years, offering many benefits to enterprises looking to improve scalability, reduce costs, and increase agility. In this article, we will explore the role of serverless architecture in the enterprise and its potential benefits.
As an IT company, Rollout IT understands the importance of staying ahead of the curve in technological innovation. One trend that has gained significant traction in recent years is containerization, a method of deploying and running applications in a portable and scalable way. In this article, we will explore the costs and benefits of containerization and how it can benefit businesses.
In the current digital age, businesses need to adopt advanced technologies to stay ahead of the competition. With the rapid pace of technological change, companies need to embrace digital transformation to remain relevant. However, this transformation can be challenging, and businesses often struggle with outdated systems and architectures.
Crypto, or as the people working on blockchain projects like to call it, ‘web3’, is probably one of the most exciting fields within IT right now.
So naturally, we are happy to see that two Rollout developers are working on the front-end of a new, blockchain-based Infrastructure-as-a-Service technology company, called StrongNode. This project enables us to keep close tabs on what’s going on with this interesting frontier.
In this guide, we'll show you how to use Cursor AI along with Superwhisper to create a Python script without typing code. This means you can build, edit, and troubleshoot your code just by using your voice.
Whether you're someone who prefers hands-free interaction or just looking to boost productivity, these tools make coding more accessible and efficient.
Today, we're diving into Git rebase, a tool that, once mastered, can help us manage branches in a clean and efficient manner, ensuring our commit history remains tidy and linear. We’ll discuss how to use Git rebase effectively, including practical tips and common pitfalls.
Artificial intelligence is rapidly transforming how developers approach coding tasks, and Cursor AI is one of the tools that aims to improve the way we code by offering powerful AI integrations. One of Cursor AI's standout features is its ability to customize and apply AI rules to different coding environments, enhancing the precision and efficiency of your code generation process.
Did you know that developers spend an average of 17.3 hours per week debugging code? That's nearly half of a typical work week! But what if we told you there's a tool that could dramatically reduce this time and boost your overall productivity? Cursor AI is the new Integrated Development Environment (IDE) that's revolutionizing the way we code and debug.
Did you know that Google's monorepo contains over 2 billion lines of code across 9 million source files? This staggering scale highlights the immense challenges developers face when working with large codebases.
Git, the distributed version control system created by Linus Torvalds, has become the de facto standard for managing source code. Its powerful branching and merging capabilities make it an excellent choice for handling code repositories. However, as we'll see, Git faces some challenges when dealing with extremely large repositories.
Today we will learn about how developers can easily manage the monorepo codebase in git using git’s sparse index feature.
In software development, AI-powered tools have emerged as a developer productivity suite, and Cursor AI is at the forefront of this improved productivity workflow. As seasoned developers, we've seen many IDEs and code editors. But when Cursor AI burst launched, it was clear that this was something special. In this article, we'll dive deep into why Cursor AI is winning the hearts (and keystrokes) of developers worldwide.
In the world of mobile app development, developers are always looking to improve efficiency, speed, and reliability. Rust is a programming language that's becoming more popular for this reason. It offers unique features that make it great for creating apps that run fast, are secure, and can handle a lot of users.
This article will show how Rust can make your mobile app development better. We'll talk about how it helps with performance, keeps data safe, handles many tasks at once, and works on different platforms.
Rust is a systems programming language which has captured the attention of developers worldwide. Its implementation of speed, safety, and concurrency has driven many to explore its potential. However, understanding Rust’s ecosystem is crucial for effectively leveraging its power. This blog will explain the core components, tools, and give exposure to the libraries that shape Rust’s ecosystem, providing insights for digital product developers.
Many companies write softwares that faces security threats and vulnerabilities. These threats can lead to data breaches and cyber-attacks, costing companies a lot of money and damaging their reputation. Consequently, the loss of trust also causes a decline in customer confidence. Since the digital age began, developers have written software in many programming languages. However, human errors and complex code can expose a company's data. These problems create vulnerabilities that stress the IT department and company stakeholders.
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