When working on new weather analysis features, for example, we can input a single data point into Gemini to generate the necessary information much faster.
Rocio Frej Vitalle
Founder & CEO
SkyTL, Powered by Improving Aviation works with agencies in all 50 states and around the world to predict, prevent, and respond to wildfires. Founder Rocio Frej Vitalle started the Tampa, Florida company in 2020 as a way to bring her knowledge of aerospace engineering to bear on the problem. “The more you think and read about fire, the more you want to contribute to it because this is something where people are dying and losing their houses,” she says. The fit was natural: “The dynamics of fire are similar to the aerodynamics that I had in my background,” she says. Today her 11-person team uses physical tools like drones, cameras, and sensors, but the core of their work is data–mountains of it, which has to be analyzed at top speed. “We convert raw data that is out in the world into information that can be used by the people that are in the field fighting the fires,” Rocio says.
To meet that enormous data challenge, SkyTL, Powered by Improving Aviation uses Google AI like Kubernetes Engine, Cloud, and Vertex AI for their infrastructure. Rocio’s team creates highly accurate models that predict things like how embers and flames might drift and spread in erratic high winds. They can use Gemini to generate theoretical weather maps based on a sole factor, like the wind speed in a particular city. Says Rocio, “This infrastructure is helping us improve our models at a scale and speed that we didn't have the capability to do before.” In 2024, Google for Startups provided mentorship from AI experts during a process that “can be very lonely for a founder,” Rocio says. “Their expertise helped us be able to deploy fast and effectively.” Now the company is preparing to expand their work by using AI to predict and prevent devastation from hurricanes and coastal flooding. “With support from Google,” Rocio says, “we now have the scalability.”