🌍 Google DeepMind’s GenCast beats Copernicus ECMWF globally — but can you actually trust it locally? Google DeepMind’s new GenCast model is dominating headlines for “97% global accuracy.” But for energy traders, farmers, and logistics teams, global accuracy doesn’t move markets or protect assets — local accuracy does. In our latest SoranoAI deep-dive, we unpack: ⚡ Why global averages hide major country- and grid-cell-level errors 🌾 Why AI models often fail where businesses operate: wind farms, fields, and routes 📉 Why 28 km resolution can’t support critical decisions (energy, agriculture, logistics) 📊 The missing metrics industry leaders must demand before trusting AI forecasts 🌐 How AI weather models can outperform globally but underperform exactly where you need precision If you rely on weather to trade power, manage crops, or move goods, this is a must-read. 👉 Full article: DeepMind’s GenCast Is Beating ECMWF Globally; But Can You Trust It Locally? https://lnkd.in/gZ4X_ibA At SoranoAI, we believe in one thing: weather intelligence must be local, transparent, and operational — not just globally impressive. #weather #ai #energytrading #renewables #agtech #logistics #forecasting #deeplearning #soranoai
SoranoAI
Technology, Information and Internet
San Francisco , California 404 followers
Defining the future of data analysis, starting with weather.
About us
No code, no APIs needed - Explore SoranoAI's AI agent, Kumo, designed for comprehensive weather intelligence. Kumo effortlessly fetches, downloads, processes, and analyzes weather forecasts, providing valuable business insights from both national weather services and our proprietary weather models. Kumo is democratizing weather intelligence for everyone. Join us today to transform how you leverage weather data.
- Website
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https://www.sorano.co/
External link for SoranoAI
- Industry
- Technology, Information and Internet
- Company size
- 2-10 employees
- Headquarters
- San Francisco , California
- Type
- Privately Held
- Founded
- 2025
Locations
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Primary
Get directions
San Francisco , California 94105, US
Employees at SoranoAI
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Abdul Hannan Khan
Data Analyst | BI Specialist | Power BI Expert | DAX | Data Visualization | Dashboards | Project Engineer | Business Analyst | Data Modeling |…
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Alan Chan
Software Engineer
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Santosh Gaire Sharma
MS Student @Doshisha | NLP & Machine Learning Researcher
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Yufeng Chen
Ex-intern @ Huawei
Updates
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🚀 NOAA just quietly launched one of the biggest breakthroughs in global weather forecasting — and most people haven’t heard about it yet. Today on the SoranoAI blog, we break down NOAA’s AI-GFS and the new 32-member AI-GEFS ensemble — next-generation machine-learning weather models that are faster, more accurate, and far more scalable than traditional systems. 🌎 These models are not research prototypes. They are operational, global, and running four times a day. In our latest deep-dive, we explore: 🔹 How AI-GFS replaces the traditional numerical core with a transformer–GNN architecture 🔹 Why NOAA’s 32-member AI ensemble is a milestone for probabilistic forecasting 🔹 How these systems compare to GraphCast, Pangu-Weather, FourCastNet, AIFS, and GenCast 🔹 The science behind AI-based data assimilation, uncertainty modeling, and extreme event prediction 🔹 Real-world examples (Typhoon Hagibis, Hurricane Idalia) showing AI’s lead-time advantage 🔹 What this means for energy traders, agriculture, aviation, logistics, and disaster management This is the beginning of a new era of global weather forecasting—faster, cheaper, and more accessible to the entire world. 👉 Read the full article here: https://lnkd.in/gezUPsRB At SoranoAI, we’re building on these breakthroughs to democratize weather intelligence for energy, renewables, agriculture, and more—powered by our autonomous AI meteorologist, Kumo. The future of forecasting is here. And it's accelerating. ☁️⚡️ #AI #WeatherForecasting #ClimateTech #MachineLearning #NOAA #Renewables #EnergyTrading #SoranoAI #AIMeteorologist #ClimateAnalytics
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🌤 Weather AI in Energy Trading: Turning Weather Volatility into Strategic Advantage Energy traders are no longer just watching price charts — they’re tracking clouds, wind speeds, and temperature shifts. As renewable penetration rises, weather has become the new market driver. Our latest blog explores how Weather AI transforms volatility into opportunity — using satellite data, IoT sensors, and machine learning to help traders predict renewable output, manage risk, and boost profitability. 🔗 Read the full article: https://lnkd.in/g4F3xf6x #SoranoAI #WeatherAI #EnergyTrading #Renewables #AI
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🌾 Farming Smarter, Not Harder: How Weather AI Is Powering the Next Wave of Climate-Resilient Agriculture Weather has always shaped farming — but in 2025, AI is transforming how we read and respond to it. From predicting monsoon delays a month in advance to optimizing irrigation and reducing crop losses, Weather AI is becoming the invisible hand guiding resilient, data-driven agriculture. In our latest post, we explore: ☁️ How AI models like NeuralGCM and ECMWF AIFS changed the game 📱 The evolution from supercomputers to smartphones 🌍 Real-world impact — 38 million farmers empowered with AI forecasts 🌾 How SoranoAI’s Kumo is democratizing weather intelligence through a no-code, multi-model platform Read the full story: https://lnkd.in/dFSU3Vmv #AI #Agriculture #ClimateTech #WeatherAI #SoranoAI #Sustainability #AgriTech #Innovation #SoranoAI
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🚀 Our AI meteorologist agent, Kumo, is gaining rapid traction! With 6 enterprise pilot customers and a growing base of paying individual customers, we are gaining momentum 🌤️ From energy trading to renewables and beyond, teams are turning to Kumo to make faster, weather-driven decisions. 🌈 Try it yourself at https://lnkd.in/gaZUset7 #AI #ClimateTech #WeatherIntelligence #RenewableEnergy #Startup #SoranoAI
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🚀 Our AI meteorologist agent, Kumo, is gaining rapid traction! With 6 enterprise pilot customers and a growing base of paying individual users, SoranoAI is scaling fast. From energy trading to renewables and beyond, teams are turning to Kumo to make faster, smarter, and weather-driven decisions. 🌤 Try it yourself → meetkumo.co/auth/signup #AI #ClimateTech #WeatherIntelligence #RenewableEnergy #Startup #SoranoAI
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We are excited to announce that SoranoAI has initiated a proof-of-concept partnership with Strohmy a.s.! Over the next several weeks, our teams will test and validate our AI meteorologist agent — an interactive AI system designed to support decision-making in energy trading, not just another forecasting model. Our AI agent combines advanced modeling with conversational intelligence, making complex weather and market insights accessible and actionable. If you are curious about how AI agents can transform energy trading and weather-driven strategies, I’d love to connect. Stay tuned for updates! 🚀 Check how our AI agent meteorologist works 👉 https://www.meetkumo.co/ #AI #EnergyTrading #ClimateTech #Weather #ArtificialIntelligence #Innovation #SustainableEnergy #Trading #EnergyMarkets #AIagents
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🚀 PVsyst users! Get simulation data instantly—no manual work, just natural language. One-stop and effortless. 🌦️ Before: Download from PVGIS → Manually format CSV → Upload to Pvsyst → Run simulations ☀️ Now: "Get Pvsyst input data for Phoenix" → Download Pvsyst-ready CSV → Done ✅ Our AI agent Kumo fetches hourly solar radiation and weather data from SARAH3 and/or ERA5, automatically formats it for PVsyst, and delivers it in seconds. No coordinates. No manual formatting. Just plain English. This is the first system ever that lets solar engineers get simulation-ready data using just natural language. We're eliminating hours of manual work that every solar engineer knows too well. The future of solar engineering tools is conversational. 🚀 Try Kumo for free! https://www.meetkumo.co/ #SolarEnergy #Pvsyst #AI #SolarEngineering #CleanTech #SoranoAI
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🚀 Thrilled to announce that SoranoAI has been selected for the Techstars Accelerator! 🚀 We're honored to be among just 12 companies chosen from applicants spanning 120 countries, with an acceptance rate of under 1%. This represents the new reality of global entrepreneurship: borderless, diverse, and driven by innovation. SoranoAI is building a no-code AI agent for weather intelligence in energy, agriculture, and logistics - empowering industries to make better decisions with precise, actionable weather insights. With founders from 🇧🇾 🇨🇱 🇨🇳 🇮🇳 🇯🇵 🇱🇾 🇲🇽 🇳🇱 🇳🇴 🇺🇦 🇺🇸 🇻🇳 and companies based across 🇨🇦 🇮🇳 🇯🇵 🇲🇾 🇵🇱 🇷🇴 🇪🇸 🇦🇪 🇺🇸, this truly represents the global future of entrepreneurship. Super excited about this 3-month journey with Techstars Tokyo Accelerator and this amazing cohort! 🌟
🚀 Introducing the Techstars Tokyo Accelerator 2025 Class! 🚀 With an acceptance rate of under 1%, these 12 remarkable companies were selected from a pool of applicants spanning 120 countries. Class 2025 embodies the new reality of global entrepreneurship: borderless, diverse and driven by innovation and represents “Tokyo going global”: Blueconomy AI (Techstars'25): Adding an intelligent decision layer to supercharge the global port operations workflow Boxtree, Inc. (Techstars '25) Inc.: Creating fun multiplayer games with infinite replayability for the era of spatial computing Cascade: An intuitive analytics platform with AI agents that turn insight into action Contera.ai: Turning company and market data into profit-boosting ads and SEO automatically DLeader, Inc. (Techstars'25): Faster, smarter drug discovery for all researchers through AI agents O-ID: Building a fully modular humanoid robotics platform specifically designed for critical environments Overwatch AI: AI-native manual and content reader designed for high-stakes frontline environments Plexis.ai (Techstars '25): Adaptive AI agents as clinical infrastructure automating admin waste with human-level reasoning in real-time SoranoAI: No-code AI agent for weather intelligence in energy, agriculture and logistics Tokoshie Inc.: AI-powered 3D printing platform that helps manufacturing companies turn ideas into parts, faster, cheaper and without expert knowledge Trissino: Redefining competitive intelligence with AI to help B2B teams win more deals Vibtree - AI Powered Omni-Channel Communication Platform: Voice AI agent platform for sales and customer support communications Nationalities of founders: 🇧🇾 🇨🇱 🇨🇳 🇮🇳 🇯🇵 🇱🇾 🇲🇽 🇳🇱 🇳🇴 🇺🇦 🇺🇸 🇻🇳 Locations: 🇨🇦 🇮🇳 🇯🇵 🇲🇾 🇵🇱 🇷🇴 🇪🇸 🇦🇪 🇺🇸 I am so excited for the 3-month journey with them! Techstars Amazing supporters: JETRO: Noriya Tarutani Arisa Sonoda Kimi Sakoda Mitsui Fudosan: 太田聖 Kazuhiro T. EIRs: Tom Moss Barry O'Neill TS Tokyo Team: Chloe Takahashi Satomi Hoshi Sola Ebina Rina Takikawa Liam 駿太朗 Doyle Anna Kawagishi HAYATO ONODERA
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🚀 Unlock Solar Power Potential Anywhere with Kumo What if you could calculate the solar power potential of any location—just by describing it in natural language? With Kumo, you can. ✅ Professional-grade solar simulations using advanced irradiance & meteorological data ✅ Test different PV modules, inverters, tilt, and orientation in real time ✅ Compare multiple locations and let Kumo pick the optimal site for you From rooftops to utility-scale projects, Kumo makes the complex science of solar energy accessible, flexible, and actionable—helping you make smarter, data-driven decisions. 🔆 Try Kumo free today. https://lnkd.in/gfHRNmtz #SolarEnergy #RenewableEnergy #CleanTech #AI #PV SoranoAI - democratizing weather intelligence. https://lnkd.in/gfskeY2e
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