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Spire > Case Studies > Enhancing Digital Agricultural Solutions with Advanced Weather Forecasts: A Case Study on Spire Weather and Mantle Labs
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Enhancing Digital Agricultural Solutions with Advanced Weather Forecasts: A Case Study on Spire Weather and Mantle Labs

Technology Category
  • Platform as a Service (PaaS) - Application Development Platforms
Applicable Industries
  • Cement
  • Food & Beverage
Use Cases
  • Construction Management
  • Infrastructure Inspection
The Challenge
Mantle Labs, a pioneering agri-fintech platform, faced a significant challenge in acquiring high-quality weather data from across the globe, including remote locations. The effectiveness of their AI-powered platform, Geobotanics, was limited by the quality of its inputs. They had to engage with multiple data sources that varied in terms of granularity and consistency, which restricted the scope of grid coverage they had access to. There were numerous under-observed territories that lacked the means or the skillset to invest in weather data infrastructure and methodology. As a result, Mantle Labs was unable to fully explore the potential of its digital agricultural solutions on a global scale.
About The Customer
Mantle Labs is a pioneering agri-fintech platform that aims to innovate and scale its functionality to assist the world's 600 million farmers. The company's AI-powered platform, Geobotanics, is designed to deliver timely insights to farmers to help them maximize their profit yields and conduct stronger risk assessments. This is particularly crucial given the impacts of rapidly accelerating climate change on agricultural productivity. Mantle Labs' solutions are especially relevant for developing nations like India, where over 25% of food production occurs and where there is a scarcity of reliable weather infrastructure.
The Solution
To overcome these limitations, Mantle Labs partnered with Spire Global. This partnership aimed to empower international players in the agricultural field by providing them with more accurate and comprehensive weather data. Spire Global's advanced weather forecasts were integrated into Mantle Labs' Geobotanics platform, enhancing its ability to deliver timely insights to farmers. This integration allowed for stronger risk assessments and helped farmers maximize their profit yields, especially in the face of rapidly accelerating climate change. The improved weather data also enabled Mantle Labs to extend its digital agricultural solutions to previously under-observed territories.
Operational Impact
  • The partnership between Mantle Labs and Spire Global resulted in significant operational improvements. The integration of Spire's advanced weather forecasts into the Geobotanics platform led to a 95% increase in pest and disease forecast accuracy. This improvement is crucial for farmers, as it allows them to take preventative measures and minimize potential losses. Additionally, the partnership resulted in a 140% increase in geographical coverage, enabling Mantle Labs to extend its digital agricultural solutions to previously under-observed territories. This expansion is particularly beneficial for farmers in developing nations, who often lack access to reliable weather data.
Quantitative Benefit
  • 95% increase in pest & disease forecast accuracy
  • 140% increase in geographical coverage

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