Author: Maryia Puhachova
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Software Development Pricing Model: How To Choose Right For Your Project
Money is still a sensitive topic, and software development is not an exception. You can have a brilliant product idea, a strong team and clear goals, but the moment you get to “how much will it cost?” things might get blurry. The way to choose the right pricing model is the way of finding a…
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How Prediction Models Shape Modern Media?
Explore how prediction models are transforming media in 2025 — from ensemble systems to smarter audience insights.
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When the Law Blinks, Tech Has Already Moved On
By the time you finish reading this article, someone, somewhere will have pushed a new AI model update into production. The models that power our apps, shape our feeds, and process our data are changing at a pace no regulator has ever had to match yet. And that is the current paradox: AI compliance is…
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When Numbers Decide Billions: Scoring Models in FinTech
Sometimes, the most important decisions in fintech don’t happen in boardrooms. They happen invisibly in milliseconds. A card swipe in Paris, a loan request in São Paulo, a new account opening in Warsaw – each of these triggers the same process: a scoring model deciding whether money moves or stops. For the customer it looks…
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Your LLM Is a Perfect Spy (And Why Prompt Engineering Won’t Save You)
Since our latest article was about data leaks we had no other choice except to deep dive into this topic. That piece looked at it from the outside: what they are, why they happen, and who’s responsible. This one goes inside: into the architecture, the safeguards and the day-to-day practices we use at Lerpal to…
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Why Data Security Is Critical for Generative AI
Generative AI is quickly becoming part of everyday business tools. Teams use it to write content, analyze information, automate support, and accelerate software development. As these tools become more capable, organizations are integrating them deeper into their workflows. But behind every powerful generative AI system is something even more important: data. AI models rely on…
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The Rise of Embedded Finance in Fintech and Payments
Financial services are quietly moving into places people already spend time online. Instead of visiting a bank or opening a separate financial app, users can now make a payment, apply for credit, or access a financial product directly inside the platforms they already use. This shift is known as embedded finance. From e-commerce checkouts to…
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Building a Fintech Compliance Program for Regulatory Risk
The fintech industry has moved fast over the past decade. New platforms, digital payment systems, lending solutions, and embedded finance solutions are reshaping how people interact with money. At the same time, technologies like AI in Fintech are transforming how companies detect risk, automate compliance monitoring, and strengthen financial crime prevention. But growth in financial…
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How AI Is Transforming Fintech Customer Experience
If you’ve used a modern banking app recently, you’ve probably already experienced AI in fintech even if you didn’t realize it. From instant fraud alerts to smart budgeting tips, artificial intelligence in fintech is quietly reshaping how people interact with financial services. What used to take days like loan approvals, investment insights, customer support can…
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Online Payments and Security in 2025: What You Can’t Afford to Miss
In 2025, online payments are smoother, faster, and more invisible than ever. A single tap. Dozens of saved cards in your phone wallet. A biometric check and it is all done. No forms, no friction, just a perfectly choreographed handoff between systems that most users don’t even think about. And that’s exactly the problem. Behind…