Tools: From Prototype to Production: Building Real World AI Systems That Actually Work

In this interview, Ademola Balogun, Founder of 180GIG Ltd, shares insights from building production ready AI systems across hiring, finance, and nutrition technology. He discusses the realities of deploying intelligent systems beyond prototypes, the importance of architecture and evaluation in modern AI, and lessons learned from launching platforms such as Squrrel, Trading Flashes, and Meal Roaster. The conversation explores practical engineering decisions, founder leadership, and the discipline required to turn AI concepts into reliable products used in real environments.