{"slug":"giving-every-gardener-a-green-thumb","url":"https://findausecase.com/use-cases/giving-every-gardener-a-green-thumb","title":"Giving every gardener a green thumb","description":"Husqvarna, which has over 1.2 million connected IoT devices across its landscaping equipment, used the Databricks Data + AI Platform to centralize data for self-driving mower map generation, predictive maintenance and personalized customer support, replacing siloed AWS solutions and individual laptop-based Jupyter notebooks that hindered collaboration.","company":"Husqvarna","industry":"Manufacturing","aiCapabilities":["Predictive Analytics","Recommendation & Personalization"],"technology":["Delta Lake"],"deployment":"Public Cloud","problemStatement":"With a varied customer base and hundreds of thousands of pieces of IoT-equipped machinery, Husqvarna struggled to harness its data to deliver on a range of use cases, from self-driving mowers and predictive maintenance of equipment to personalized customer support. Jupyter notebooks running off individual laptops weren't scalable, making it challenging for data teams to explore data at scale, and decisions were made in silos and on gut feeling rather than by depending on the data.","solutionApproach":"Husqvarna now has a solid data pipeline that prepares data for map generation of a green space, based on collected runs completed by their autonomous lawn mowers, enabling the company to generate zones for their autonomous mowers to help them avoid obstacles or non-grass areas. Databricks Data + AI Platform has been the key to gathering new insights of their autonomous lawn mowers, and the team can now predict maintenance issues and ensure service teams are equipped with the right insights to fix problems before they significantly impact customers.","evidence":{"band":"high"},"sourceUrl":"https://www.databricks.com/customers/husqvarna","dates":{"publishedAt":"2026-09-28T05:45:34.817Z","publishedAtSource":"pipeline","updatedAt":"2026-09-28T05:45:34.817Z"},"license":"Open for reading and citing with a link to https://findausecase.com/use-cases/giving-every-gardener-a-green-thumb. Bulk republication requires permission."}