AI Eng

Now almost every company claims to be implementing AI. But if we look honestly at the internal processes of businesses, for many this «transformation» ends with a beautiful presentation for investors, corporate access to Midjourney and the phrase in Slack: «Well, now we are also in trend». In fact, for the COO, external trends are a secondary thing. The main thing is internal numbers, indicators of commercial efficiency. If technology does not cut costs and does not accelerate the product’s entry into the market, then for a business, implementing a trend is just an expensive toy. At CITYCODE, we abandoned chaotic experiments in favor of systematic work. Practice without assumptions gave clear answers: where savings appear, why teams resist new things, and how to correctly evaluate the effectiveness of AI.