From years to days, AI is transforming how we predict the weather with unmatched speed and precision.
I posted previously that the most exciting advancements in AI are its ability to speed up product development and time to market drastically. In that example, Tesla's Full Self-Driving updates were used. https://lnkd.in/eFnV_PWY
⛈ This leap is particularly transformative in fields like weather prediction, where understanding our planet's dynamics is crucial.
Take ignitia, a pioneer in tropical weather forecasting. Historically, developing accurate weather models for tropical regions, such as West Africa, was a time-consuming process. Back in 2015, building a model for a single country could take up to 5 years. The challenge was that traditional meteorological models, designed for mid-latitude climates, struggled with the unique convective processes driving tropical rains, leading to significant forecast errors.
🏃♀️ Enter AI. Since integrating AI into its operations in 2017, Ignitia has reduced the model development time from 5 years to just 2 years and expanded its reach to larger areas, including Brazil. By 2023, it achieved a breakthrough: developing a comprehensive weather model for the entire continent of Africa in just 3 months, with an impressive average rainfall accuracy of 88%. I think we will be at days very soon!
In Nature and Climate Tech, time to market is one of the greatest hurdles and costs. Overcoming the challenge of lengthy time-to-market can be a game-changer not only for startups but customers too. ignitia's achievements in accelerating weather model development highlight the immense potential AI holds in transforming industries by enabling faster, more accurate solutions.
This is why I believe the application of AI to understand Nature and the field of NatureTech could be one of the greatest unlocks in adaption and, importantly, productivity.
I want to hear other exciting developments like this; please let me know!
#AI #WeatherPrediction #Naturetech #Agtech #TimeToMarket #Risk #climaterisks
Image: The importance of time to market - In NatureTech & AgTech the blue curve can be very long.