Understanding the lean principles is an important step toward implementing the lean methodology in your project. Before doing this, you really need to grasp the essence of lean methodology. The best way to do this is to understand why most startups fail. In our previous article we described the problem with the so-called “business plan” approach. Now it's time to get down to the product level.

AI and automation are no longer luxuries for SMBs — they are practical tools for scaling, cutting costs, and staying competitive. This article explains why technology investments often fail, how to approach automation correctly, and what steps help businesses turn AI into real, measurable results instead of wasted budgets.