{"slug":"ibotta-boosts-rewards-with-unified-ai","url":"https://findausecase.com/use-cases/ibotta-boosts-rewards-with-unified-ai","title":"Ibotta Boosts Rewards With Unified AI","description":"Ibotta consolidated complex, expensive tooling for its digital rewards platform onto the Databricks Data + AI Platform. Teams use Databricks AI Search to surface more relevant offers to shoppers, driving higher engagement while cutting latency, and rely on AI/BI, Lakeflow Jobs, a feature store, and Model Serving to democratize advanced analytics across the organization. Unity Catalog secures multi-partner data, letting engineers and analysts build trusted AI-powered experiences and deliver cashback rewards.","company":"Ibotta","industry":"Retail","aiCapabilities":["Recommendation & Personalization"],"technology":["AI Search","AI/BI","Lakeflow Jobs","Model Serving","Unity Catalog"],"deployment":"Public Cloud","problemStatement":"Ibotta streamlines its digital rewards platform by consolidating complex, expensive tooling onto the Databricks Data + AI Platform.","solutionApproach":"Teams use AI Search to surface more relevant offers, driving higher engagement while cutting latency, and rely on AI/BI, Lakeflow Jobs, feature store, and Model Serving to democratize advanced analytics. With Unity Catalog securing multi-partner data, engineers and analysts can move faster, build trusted AI-powered experiences, and deliver better cashback rewards for every shopper.","businessValue":"AI Search drives higher engagement while cutting latency, and the platform helps deliver better cashback rewards for every shopper.","evidence":{"band":"high"},"sourceUrl":"https://www.databricks.com/customers/ibotta","dates":{"publishedAt":"2026-09-05T19:40:54.893Z","publishedAtSource":"pipeline","updatedAt":"2026-09-05T19:40:54.893Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/ibotta-boosts-rewards-with-unified-ai. Bulk republication requires permission."}