Model Transparency & Responsible Use

Climate Kavach is a climate intelligence and scenario exploration platform designed to help users understand possible climate, emissions, and risk pathways for India.

Our simulator and data products use available datasets, documented assumptions, and transparent modelling logic to make climate information easier to compare and act on. The outputs are scenario-based estimates, not guaranteed predictions.

Climate systems, emissions pathways, local risks, and policy outcomes depend on many real-world factors. For high-stakes decisions including investment, infrastructure, compliance, disaster response, legal, insurance, or government policy decisions, users should combine Climate Kavach outputs with site-level evidence and professional judgement.

We are committed to improving the accuracy, transparency, and usefulness of the platform over time. Where possible, we explain our assumptions, data sources, and methodology so users can understand how results are produced.