Precip: High Precision AI Weather Models

Precip stands at the forefront of a technological revolution in weather forecasting, powered by advanced artificial intelligence. Born from the frustration of inaccurate weather apps, Precip aims to redefine how we understand and interact with the elements above us. Founded by Jesse Vollmar, alongside Sam Pierce Lolla and Michael Asher, this platform emerges as a beacon of precision in the often murky waters of meteorological predictions. With a focus on precipitation analytics, Precip is not just another weather app—it’s a groundbreaking tool designed to offer unparalleled accuracy in weather forecasting.

Idea and Product

The inception of Precip was motivated by a simple yet profound realization: the significant gap in accurate, hyper-local weather forecasting. Spearheaded by Jesse Vollmar, who previously founded FarmLogs, Precip is designed to fill this void by offering high-precision precipitation metrics and forecasts. By leveraging AI technology, Precip provides real-time, hyper-local rainfall data without the need for traditional weather stations or gauges, forecasting conditions with an impressive accuracy up to seven days in advance. This innovation not only marks a departure from general weather prediction apps but establishes a new standard in precise and reliable weather analytics.


Precip operates within a niche yet expansive market, catering to a wide array of sectors for whom weather plays a critical role. Its services are invaluable to agriculture, construction, transportation, insurance, meteorology, real estate, utilities, research, and even adventure planning. The precision and reliability of Precip’s data make it a pivotal resource across industries, transforming how businesses and individuals plan around the weather. With the capacity to drastically reduce uncertainty and improve efficiency, Precip is poised to capture a significant share of the weather analytics market.

Business Model

Precip’s business model is anchored on providing specialized, AI-driven weather forecasting services across multiple industries. By offering subscriptions for access to their high-precision, hyper-local weather data, along with dynamic alerts and multi-location analytics, Precip caters to the nuanced needs of businesses and organizations. Furthermore, Precip extends its reach through an accessible API for developers, allowing for integration into third-party applications. This multifaceted approach not only ensures a steady revenue stream but also positions Precip as an indispensable tool for operational planning and decision-making.


At the core of Precip’s revolutionary service is a sophisticated AI system capable of generating highly accurate weather forecasts. This technology harnesses quantitative precipitation estimate models, radar, and climatology data, alongside a comprehensive ground reporting network. Such an extensive methodology enables Precip to offer up-to-the-hour rainfall estimates with remarkable accuracy. The platform’s commitment to precision is further exemplified by its ability to monitor actual rainfall accumulation without the deployment of traditional measuring devices, setting a new benchmark in the field of meteorology.

Vision and Ambition

Precip’s vision extends beyond merely forecasting weather; it aims to fundamentally change how we prepare for and respond to the weather. With a mission to deliver the most accurate, hyper-local weather information available, Precip aspires to become an integral part of daily decision-making processes across a multitude of industries. The ambition is clear: to mitigate the unpredictability of weather, thereby enhancing efficiency, safety, and profitability for its users. In achieving this, Precip seeks to establish itself as the gold standard in weather analytics.


The team behind Precip comprises industry veterans with a shared passion for technology and its application in solving real-world problems. Jesse Vollmar, the founder, brings a wealth of experience from his time at FarmLogs, along with a deep understanding of the agricultural sector. Joined by Sam Pierce Lolla and Michael Asher, who bring their expertise in data science and software engineering, the trio forms a formidable force. Together, they embody the innovation and determination necessary to drive Precip towards its ambitious goals.

Investors and Funding

Precip has garnered the attention and backing of notable investors, including Garry Tan and renowned entities such as Y Combinator. This support underscores the potential seen in Precip’s innovative approach to weather forecasting. With initial funding rounds likely fueled by Jesse Vollmar’s previous success with FarmLogs, Precip stands on a solid foundation of financial and industry backing.

Achievements and Milestones

Since its inception, Precip has achieved significant milestones, including the development of its cutting-edge AI-powered forecasting system. Its ability to deliver hyper-local, high-precision weather data has not only set a new industry standard but also established Precip as a leader in weather analytics. The company’s expanding customer base, which includes sectors from agriculture to transportation, attests to the value and impact of its services. These achievements are just the beginning, with Precip poised for further innovation and growth.

Challenges and Risks

Despite its promising trajectory, Precip faces challenges and risks inherent in the tech and weather forecasting industries. Reliance on AI and model accuracy, while a strength, also presents a vulnerability to errors and uncertainties in weather prediction. Moreover, Precip’s focus on the US, Canada, and Mexico may limit its global reach and scalability. Navigating these challenges requires continuous innovation and adaptation to maintain its competitive edge and fulfill its mission.

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High precision AI weather models

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