Case Study: Mantle Labs boosts pest and disease forecast accuracy with Spire Weather

How Spire Weather is enhancing digital agricultural solutions with advanced weather forecasts

Mantle Labs, an agri-fintech platform serving farmers worldwide, needed reliable high-quality weather data to support its AI-powered Geobotanics platform. Its existing approach relied on multiple data sources with inconsistent granularity and limited grid coverage, especially in under-observed and remote regions where weather infrastructure is scarce.

Spire partnered with Mantle Labs to provide satellite-based weather data with global coverage, helping improve forecasting inputs for agriculture risk assessment and decision-making. With Spire’s integration, Mantle Labs increased pest and disease forecast accuracy from 75% to 95%, expanded geographical coverage by 140%, and brought more value to farmers through stronger digital agricultural insights.

Mantle Labs

Rishikesh Sapre

Co-Founder