Transforming Conventional Surveillance into Predictive Intelligence
The Climate Health Intelligence Platform (CHIP™) is the flagship scientific innovation of CPM International Research Institute for Climate Health. It represents an AI-enabled Climate Health Digital Twin that transforms conventional public health surveillance into an intelligent, predictive, and continuously learning decision-support ecosystem.
Unlike traditional surveillance systems that often respond after disease transmission has begun, CHIP™ integrates diverse streams of climate, environmental, epidemiological, laboratory, genomic, and geospatial intelligence into a single interoperable platform capable of simulating, predicting, visualizing, and supporting timely public health action.
The Climate Health Digital Twin
"At the heart of CHIP™ is the concept of the Climate Health Digital Twin — a living digital representation of the climate environment–pathogen–host–health system. By continuously updating with historical and real-time observations, the Digital Twin enables advanced predictive analytics, scenario simulation, and evidence-informed decision-making for climate-sensitive infectious diseases."
The framework is built on a unified architecture comprising one platform, one harmonized database, one AI engine, one Digital Twin, and one integrated decision dashboard. This architecture allows multidisciplinary expertise from climate science, microbiology, epidemiology, artificial intelligence, genomics, environmental science, clinical medicine, and public health to converge within a single operational system.