Case Study: Allmedica reduces empty appointment slots with Ideamotive's AI-driven patient allocation solution

Allmedica reduces empty slots and shortens appointment waits in 3 months with Ideamotive

Allmedica, a network of medical clinics in Poland, faced the challenge of optimizing patient scheduling to eliminate empty slots in doctors' calendars. They approached vendor Ideamotive to design a system for active patient allocation that would work based on patient preferences and real-time data.

Ideamotive developed a prototype heuristic system using genetic algorithms, data mining, and real-time analysis with technologies including Ruby on Rails, TensorFlow, and Google BigQuery. The solution minimized empty slots, shortened patient wait times, and increased clinic efficiency and profits. The vendor's work also led to higher doctor productivity and satisfaction.

Allmedica