Case Study: Montefiore Health System achieves advanced patient-centered analytics to improve care and identify at-risk patients with Franz Inc.'s AllegroGraph

Montefiore Patient-centered Analytical Learning Machine “PALM” Solution Brief

Montefiore Health System needed to advance value-based, precision medicine by bringing together vast, heterogeneous patient data—clinical records, genomics, social and environmental factors—to better identify at‑risk patients and personalize care. To address regulatory pressure, cost constraints, and the complexity of integrating structured and unstructured data, Montefiore partnered with Franz Inc., using its AllegroGraph semantic graph database as a core technology.

Franz Inc. deployed AllegroGraph within Montefiore’s Patient-centered Analytical Learning Machine (PALM), integrating internal data with sources like PharmGKB and UMLS on Intel Xeon architecture to enable ontologic queries and analytics. The solution produces predictive insights that flag at‑risk patients, support optimal treatment decisions, and help personalize medicine while reducing errors and inefficiencies, improving clinicians’ ability to act on complex, distributed data.

Montefiore Health System