The baseline most hydrology models were calibrated against is no longer the world you operate in. Storms arrive sooner, drought tails run longer, and the historical record is a guide rather than a rule. Forecasting at utility grade now means accepting that uncertainty, quantifying it, and turning it into a decision — not hiding it.

The problem

A 30 year baseline is one season behind the weather.

A reservoir release schedule built on a 30 year baseline is operating one season behind the weather. Excel based release tables cannot ingest the data fast enough. National weather products do not arrive in a format the control room can act on. The result is release errors, conservative releases, and end of season shortfalls that nobody wanted.

Streamflow forecast · 72h horizonNow+72hForecast95% CIT-48HT+72HHRRR · ECMWF · NEXRAD · in-basin gauges
Capabilities

What the system does.

Multi source weather assimilation

NOAA (HRRR, NEXRAD), ECMWF, and GFS reconciled with your in basin gauges. Disagreement between products is shown, not averaged away.

72 hour streamflow forecast

LSTM and Transformer models forecast inflow at the reservoir, the diversion, and the gauging station. Confidence bands at 50%, 80%, and 95% are returned by default.

Decision support, not just a number

Release schedules update with the forecast. The Compliance Agent flags downstream environmental flow obligations and the model recommends a gate schedule. The operator stays in control.

What-if & historical replay

Run a scenario against your Digital Twin, or replay any past storm against the current model — with citations to the actual data each answer relied on.

In practice

From rainfall to a gate schedule.

  1. 01

    Ingest

    Pulls NOAA and HRRR rainfall forecasts alongside your in-basin gauges and local sensor data.

  2. 02

    Visualise

    The hydrologist sees a watershed dashboard — a heat map of projected catchment saturation, 72 hours out.

  3. 03

    Simulate

    Run a what-if against your Digital Twin: “if streamflow reaches 500 cfs, what happens to Reservoir X?”

  4. 04

    Act

    The system recommends a gate-opening schedule that balances downstream safety against storage efficiency.

Deployment

How it deploys.

Read only integration with your gauges, historians, and national weather feeds. Sovereign deployment in customer VPC or on premise. AES 256, RBAC, SSO and SAML. 30 day pilot, scoped to one basin, with a documented outcome at the end.

What to expect

Schedules that keep up with the weather.

Fewer release errors and fewer conservative over-releases, with downstream environmental-flow obligations met. We’re early — we’ll publish verified results as our pilots produce them.

FAQs

Common questions.

Where does the weather data come from?

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NOAA products (HRRR, NEXRAD radar), ECMWF, and GFS, reconciled with your in-basin gauges. Where the products disagree, the disagreement is shown rather than averaged away.

Run your last difficult season through the model.

Compare what the forecast would have said with what the operator actually saw.

One asset. Thirty days.
Full Digital Twin.

Pick one critical asset. We instrument it, fuse the data, and stand up the Digital Twin in under 30 days. No rip and replace. Sovereign deployment.