The hype around AI is deafening and reaching the point of driving organizations to distraction. Cutting through the noise to understand the true value AI brings is a challenge as the term is being overly used as an attention grabber. That said, there are many real-life, practical AI and ML use cases that software organizations can leverage – today. Implementing, adopting and scaling up the use of AI across the software development lifecycle can seem risky, expensive, and potentially disruptive. But it doesn’t have to be!