Retrieval-Augmented Generation (RAG) is a technology that is changing the way companies approach the use of artificial intelligence. By combining large language models with current, verified data, RAG enables faster, more accurate, and fact-based decision-making. It is no surprise that more and more organizations - from FoodTech to fintech to the public sector - are looking for partners capable of creating enterprise-level RAG solutions.
Reference Report: Road Infrastructure Digital Transformation
Railwaymen, a software development company, has been tasked by EDGITAL, an AI technology company spin off from HOCHTIEF, to create an iOS app. The app - called SMART Mobile - enables cities to conduct a data-driven approach to road maintenance by automated field data collection and machine learning based analysis.
Project Management: Challenges of Estimating an IT Project
A successful project starts with efficient estimation and proper pricing. In this article, we will focus on the first factor because it is crucial, due to its impact in terms of planning work on the project.
How Long Does it Take to Make An Application in 2025
App development is a complex process that requires adequate preparation and technical background. You can often come across questions on the web about how long such a project can take. The simplest answer would be the favorite statement of economists - “it depends”. But relax, I won't leave you with such an answer, and will explain in this article what it depends on. You will also learn what influences app development time and how to get a functional application by spending horrendous numbers of hours.
Product Design Workshop: How to plan your app's success from day one?
At Railwaymen, we believe that successful applications start with a well-planned process. Whether you are a startup looking to quickly enter the market or a company digitizing its processes, the first step to success is a well-thought-out strategy.
That's why we created the Product Design Workshop - an intensive process that combines the best elements of the Discovery Phase in Agile with practical, ready-to-implement results. In just a few days, we work together to create an MVP plan, analyze risks, prioritize features, and prepare documentation that seamlessly transitions into the development phase.
Railwaymen - Interview with Business in Małopolska
“Business in Małopolska” - interview with Łukasz Młynek, Co-Founder and CEO of Railwaymen Company.
F8 Conference - What Facebook launched?
F8 Conference was organized in San Francisco by one of the most popular social network influencer Mark Zuckerberg. Although it is intended primarily for developers, with the news presented on it, we can all figure out how Facebook will look in the nearest future.
Google Turns 18: Celebrating the World's Most Popular Search Engine
The most popular internet search engine - Google celebrates the 18th birthday today. It's hard to imagine modern Internet without Google. This true icon of the IT industry. There is hardly a person in the world who regularly use the Internet and do not hear about the best search engine in history, system maps and GPS services, translator, analysis tools, and content management, e-mail, or hundreds of other services offered by the company. Learn more about the history of Google.
KLIK Conference - an event about the future of the digital revolution
Modern technology has dominated business and this trend can not be stopped. In the recent years, Krakow has become an important place for the development of innovative entrepreneurship in the form of start-ups and many important events have been taken in our beautiful city. This time, we spent a lovely day at conference about technology and its revolution in everybody’s life.
How to prepare startup for the crowdfunding campaign
Your startup project is a story and all depends on how you will tell it to your potential customers. If you want to do it properly, you should prepare all elements in order to create a consistent and interesting system!