SoranoAI

Prediction infrastructure for the agentic era

Help your agents see what comes next.

Sorano continuously improves your forecasts. Add Sorano on top of your system.

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Your forecasts SORANO Your agents Better decisions

Agents can think.
Agents can act.
Now they need to see the future.

Think.Act.Forecast.

Keep your models. Make their predictions better.

Sorano works on top of the forecasting systems you already use, and continuously improves what comes out.

  • Keep what you already have.Your models, providers, and proprietary methods stay private.
  • Works across every domain.Revenue, demand, energy, markets, risk, weather — and beyond.
  • Fits your stack.API for software. MCP for agents.

For enterprises

We improve your forecasting — you keep your models.

Our team works alongside yours to sharpen the forecasting systems you already run — from sales projections to natural gas prices — without replacing your models or exposing your data.

RevenueDemandEnergyPricesRiskMarkets
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Your existing forecasts
SORANO
Monitors · Learns · Continuously improves
Stronger predictions Your software or agents Better-informed decisions

One live use case — weather

We put Sorano on top of the world's leading weather models — and made them better.

Sorano already works across cutting-edge traditional and AI-based weather models, continuously learning how their predictions perform and improving the outputs.

7/7

Leading models improved

Every major model we tested improved with Sorano — GFS, IFS, ICON, HRRR, ENS, AIFS, and NWS.

40%

More accurate on average

Consistent improvement across leading forecasting models.

Up to99%

Improvement

Some individual forecasts improved dramatically.

Leading weather models→ SORANO→ Improved forecasts
Need better weather forecasts? Explore Kumo Edge

Same models.
Better results.

Sorano didn't replace the underlying forecasting systems — it improved what came out of them. Weather is one application. Sorano is the layer underneath.

Energy Insurance Finance Healthcare Manufacturing Supply chain Retail
SORANO MonitorLearnOptimizeImprove
SORANO APIEnterprise software
SORANO MCPAI agents

Different forecasts. One Sorano layer.

Agents can reason. Agents can act.
The next frontier is knowing the future.

FAQ

Questions, answered.

What does SoranoAI do?
SoranoAI builds prediction infrastructure for the agentic era. In plain terms, we make the forecasts you already rely on more accurate. Sorano sits on top of your current forecasting tools, learns how they perform against what really happens, and keeps improving the results. You keep your own models and data.
Is SoranoAI a weather company?
No. We started with weather because it is easy to check a forecast against what actually happened, and we improved every major weather model we tested. The same approach works on any forecast, like revenue, demand, energy, markets, and risk. Weather was the proof, not the point.
How does Sorano actually make forecasts better?
Sorano learns the patterns in how a forecast tends to be wrong, then corrects for them. Most forecasts are off in consistent ways, like running a little high or a little low in certain conditions. Sorano spots those patterns by comparing past forecasts with what really happened, and adjusts future ones to take the bias out. The approach is grounded in peer-reviewed research, and we keep the details of how we do it private.
How is Sorano different from a forecasting tool or a weather provider?
We do not sell you another forecast or replace what you have. Sorano improves the forecasts you already use. It watches them, learns where they go wrong, and corrects them as it goes. Same models, better results.
What can Sorano improve forecasts for?
Almost anything that changes over time: sales and revenue, demand, energy prices, markets, risk, supply chain, and weather. If your team or your AI agents depend on a forecast, Sorano can make it sharper.
How does Sorano connect to my systems?
Two simple ways. An API for your software, and MCP for your AI agents. Your current setup stays as it is, and your data stays private.
Who is behind SoranoAI?
SoranoAI was founded in 2025 by Stanford PhD researchers. We are backed by Techstars and StartX, and based in San Francisco.

Interested in improving your forecasts?

Contact us and we'll get back to you.

Thanks — we'll be in touch.