This week marks a major milestone for AI’s ability to improve human health and wellness. Here’s a sneak peek at SmartCart™ 🎉
Food is the foundation of health, and since 2019, Hungryroot has been at the forefront of AI innovation in the food industry. Our original algorithm, known internally as "box fill logic” (or BFL), leveraged an operations research algorithm to automatically fill customers' grocery carts based on their preferences. While two thirds of what our customers bought was chosen by BFL — meaning it underpinned our entire value proposition — it was limited in its ability to dynamically scale and evolve over time.
About a year ago, we started developing a new system entirely from scratch by our incredibly talented and experienced in-house team of data scientists, ML and OR engineers. The result is SmartCart™, a first-of-its-kind AI system. It’s comprised of ten machine learning models that integrate into an operations research algorithm and analyzes millions of data points to recommend groceries, recipes, and supplements to help you and your family live healthier, more joyful lives. It’s like having your own personal assistant for healthy living.
Each model serves a unique and specific purpose. For example, one of the models, which is built using an approach similar to ChatGPT, analyzes your recent orders, cross-references data from other users, and applies machine learning to suggest the ideal characteristics of your next order — low sodium, quick-to-prepare meals, or high protein, on-the-go snacks, for example. Given the factors that matter most vary by person and evolve over time, there’s a model that applies a weight to each of the other nine models, all designed to optimize customer satisfaction. This flexible, customer-centric approach replaces the rigidity of traditional rule-based systems and is cutting-edge in the field of AI. (Hungryroot has already been granted several patents on the system.)
SmartCart™ is already showing results. Customers who use SmartCart™ order twice as often on Hungryroot as customers who shop on their own, demonstrating its ability to help people achieve their health objectives, save time, and discover new foods that bring them joy. 90% of SmartCart™ customers report progress in their health goals since joining the service, and on average, they save 3 hours each week on meal planning, shopping, and cooking. They also discover 3 times more food than shopping on their own.
SmartCart™ is a paradigm shift that will require multiple iterations, but I’m so incredibly proud of the team, and I can’t wait to see what our customers think.