AI software development in 2026: what every business needs to know

A few months ago, I asked my wife - who works in IT - why AI suddenly feels like it's everywhere. Her answer was simple: "AI has always been there." She was right. The technology isn't new. What changed is everything around it. Businesses now generate data than ever, computing power is widely accessible, and modern AI models can finally deliver real-world results at scale. The ecosystem caught up - and the business impact is now impossible to ignore. In 2022, executives debated whether to adopt AI. In 2026, the question is how quickly to scale it.