Ivan Kuzlo

One of the main issues with legacy systems is that outdated software can sometimes be a roadblock to a businesses’ growth. You may see your competitors moving quickly with innovative features for your industry. To catch up, you’re going to need better operational efficiency, faster releases, and more platform stability. Legacy modernization helps businesses to regain footing in the market....

As you know, Machine learning (ML) is a fast-growing field that has transformed the way businesses operate today. ML has become a key component of many applications and solutions with the increasing demand for data-driven decision-making and availability of large amounts of data. However, building and deploying ML models can be challenging and requires significant expertise. This is where Machine...

Image recognition often looks impressive in demos. In real systems, its value shows up when algorithms support reliable decision-making within everyday operating conditions: speed, accuracy, privacy, and constrained infrastructure.  In delivery projects, these conditions often repeat. Companies solve similar tasks around on-device processing, real-time recognition, and data protection, and over time, these practical solutions shape how image recognition is designed and adopted across...

The personalization bottleneck has presented challenges to education for the last few decades. Schools and educational institutions have long sought ways to effectively analyze their students’ data, and in recent years businesses are quickly joining in the hunt to improve content, pacing, instruction, and assessment adaptations. The first proven signs of success came with adaptive learning: in 59% of studies,...

Wealth is not in materials, but in ideas. That may sound like just an aphorism, but it’s really true – and the data back it up. According to the World Economic Forum, over 80% of the market value of S&P 500 companies is non-physical assets such as data or software. The ratio has completely flipped from the previous century, when...

You’re a modern business doing your best to stay ahead of trends, meet customer expectations, and adapt to constant change. But when you’re always in a rush to overcome challenges, you may be overlooking something foundational – the benefits of data migration.  Try to stop for a moment and think: how is it possible for organizations to operate efficiently if...