Live Demo · Open Access

See the platform live, right now

A working build of the OceanStar monitoring platform — seven simulated Canadian facilities, real outdoor weather, and a live AI prediction engine. No login, no waiting.

7 facilities across Canada

Atlantic Salmon · Pictou · Rainbow Trout · Winnipeg · Arctic Char · Iqaluit · White Shrimp · Calgary · Snow Crab · Bonavista · Nile Tilapia · Brampton · Barramundi · Vancouver

Live outdoor weather

Environment Canada / Open-Meteo data pulled in real time, translated into building heat-load and freeze-risk metrics for each site.

AI reasoning chain

Every prediction traces back to a published biological tolerance rule with mechanism, severity, and reversibility. No black box.

26 trained ML models

XGBoost forecasters (1-hour and 6-hour horizons) and Isolation Forest anomaly detectors trained on facility-specific synthetic data.

What you'll see

Six water-quality parameters, seven species, one live system

Live sensor channels: Temperature, dissolved oxygen, pH, conductivity, turbidity, salinity — refreshing every five seconds.
Live outdoor weather: Real Open-Meteo data for each Canadian city, mapped to facility heater load and freeze risk.
AI reasoning chain: Every active prediction shown as sensor → forecast → biology rule → outcome, with physiological mechanism.
Forecast confidence: Every XGBoost prediction includes the model R² so you can judge reliability for each parameter.
Combined-stressor cascades: When two parameters drift together (e.g. warm water + low DO), severity multipliers trigger compound alerts.
Species biology library: Optimal / stress / lethal ranges with sources for every rule the model uses — fully auditable.

Demonstration data: Sensor readings are generated by a physically-modelled simulator (seasonal, diurnal, feeding-driven, with injected failure events). All weather is real and pulled live from Environment Canada via Open-Meteo. The AI reasoning, models, and biology rules are identical to what runs against real sensor feeds.

Ready to deploy this in your facility?

The live demo shows the software stack. Pair it with the OceanStar Hub + sensor suite to get the same view on real tanks. We'll walk you through the deployment in a 30-minute call.

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