Pollutants you don’t measure
The Proxy Inference Engine learns how routine sensor signals relate to the pollutants behind them, and estimates those pollutants continuously.
How the platform works →Predictive water-quality intelligence
EcoFlow Predict estimates pollutants that are costly to measure, such as nitrate, phosphate and dissolved metals, from the sensors rivers already have. It then forecasts water-quality risk 24–72 hours ahead, following it from catchment to coast.
Software only · works with existing sondes and open Environment Agency data · built in the UK
Illustrative example, not live data
of England’s surface waters reach good ecological status.
Environment Agency, 2025 classificationsachieve good chemical status.
Environment Agency, 2025 classificationsis the deadline for continuous monitoring at every storm overflow and sewage works covered by section 82 of the Environment Act 2021.
Environment Act 2021, s.82The monitoring gap
Continuous monitors record oxygen, temperature, pH, turbidity and ammonia every 15 minutes. Nitrate, phosphate, metals, microplastics and pharmaceuticals still need a sample, a laboratory and several days’ wait. EcoFlow Predict closes that gap with software.
The Proxy Inference Engine learns how routine sensor signals relate to the pollutants behind them, and estimates those pollutants continuously.
How the platform works →Forecasts follow pollution down the river network, accounting for travel time, dilution, tributaries and rainfall.
Catchment to coast →Every deployment is calibrated against laboratory reference samples, and its accuracy is reported in writing before it is used.
Science & validation →See it in action
Follow one pollution event from the first sensor reading to an early warning. Play it through, or jump to any step.
Who it’s for
Pollutant-level estimates and downstream forecasts from the monitors you are already installing.
See risk ahead so you can issue advice and deploy teams with confidence.
Continuous estimates between spot samples, with a Community tier and data partnerships.
Audit-ready records of how your discharges behave in the receiving water.
Our approach
No proprietary sensors and no capital spend. We work with the instruments and open data already in place, whoever supplied them.
Most dashboards show what has already happened. We show where risk is heading, so there is time to respond.
Every reading, prediction and alert is logged, with a full trail from raw input to reported conclusion.