Top blog articles

Generative AI has been a double-edged sword since the very first days of its popularity across virtually every creative and technical domain. On the one hand, the possibility of letting a trained machine generate something that takes hours or days in minutes is an indisputable game-changer. On the other hand, there is always somebody whose work was used for AI training

This article explores how Umbraco MCP (Model Context Protocol) works, where it fits into real-world Umbraco projects, and why human review remains an essential part of the process.

The UKAD team explores how AI is being used across the B2B ecommerce lifecycle to quietly improve the way things already work. It covers real-world use cases, practical benefits, and what teams should know before getting started, including search and demand forecasting, pricing, support, and content management. If you’re dealing with scale, complexity, or growing expectations, this guide is written for you!

Thinking about building an AI assistant but unsure what it actually involves or how much it might cost? This guide breaks it down in plain terms. You’ll learn what affects the price, how long development takes, and what technologies are involved. We’ll also look at hosting options, ongoing costs, and smart ways to keep your AI budget under control.