Many companies have designed their codes and developed their products over five years ago, when AI was still associated with Spielberg’s “Artificial Intelligence”. To adapt with today’s growing demand for cost-effective data-driven products, these companies need to take their “old” product and augment it with AI and ML capabilities. This journey is a hell of a ride, which won’t leave the company with technological enhancements alone. Adding these capabilities requires a fundamental change in the mindset of people, their skills, and the way they manage their product, while bearing immense impact on the overall business and its value proposition.