MUMBAI, India, Feb. 13 -- Intellectual Property India has published a patent application (202611002060 A) filed by Chandigarh University, Mohali, Punjab, on Jan. 8, for 'ai-driven conflict and demographic mapping and prediction platform.'

Inventor(s) include Nalini Bhadwal.

The application for the patent was published on Feb. 13, under issue no. 07/2026.

According to the abstract released by the Intellectual Property India: "The present invention discloses a Conflict-Driven Demographic Mapping Platform that integrates real-time conflict data with demographic and geospatial analytics to strengthen early warning, humanitarian planning, and policy decision-making. It aggregates structured and unstructured information from sources such as conflict reports, satellite imagery, census datasets, social media, and humanitarian records. The system identifies emerging conflict patterns, predicts population displacement, and pinpoints vulnerable demographic groups through machine learning and statistical correlation methods. Interactive geospatial visualizations including heat maps, dynamic risk layers, and temporal views enable precise monitoring of high-risk regions. The platform also offers customizable dashboards, automated alerts, and role-based access for diverse stakeholders. The scalable system bridges the gap between conflict monitoring and demographic insight, enabling timely and informed interventions with support for data export, reporting, and interoperability with early warning and crisis coordination frameworks."

Disclaimer: Curated by HT Syndication.