Cal AI, a nutrition tracking app using AI image recognition, has gained significant traction since its launch. With over 1 million downloads and £12 million in annual revenue, the app offers features like barcode and meal scanning. Its success is attributed to innovative technology and influencer marketing, though it faces user retention challenges typical in the health app industry. The company is now looking to expand its user base beyond its core 15-25 year old demographic.