Top 50 Climate Risk Analytics - Pre Seed

Climate risk analytics refers to the use of data science, geospatial information, and modelling to assess physical and transition risks from climate change. The sector includes startups that provide risk scores, scenario analysis, and decision‑support dashboards for investors, insurers, and real‑estate managers.

Typical users of climate risk analytics solutions are asset managers, insurance underwriters, corporate sustainability teams, and real‑estate developers who need to quantify exposure to extreme weather, sea‑level rise, and regulatory transition. These firms rely on SaaS dashboards, API feeds, and custom reports.

Climate risk analytics startups commonly combine satellite imagery, IoT sensor streams, and climate model outputs with machine‑learning frameworks such as TensorFlow or PyTorch. They often deploy on cloud providers using Python, R, and JavaScript, and expose results via REST APIs or GIS‑enabled web apps.

A directory of climate risk analytics startups aggregates early‑stage firms that offer risk scoring, scenario planning, and compliance monitoring. Such catalogs typically list pre‑seed and seed companies, provide brief overviews, and allow filtering by region, focus area, or deployment model.