Upstream connects to your existing SCADA, learns what "normal" looks like, and alerts your team before pumps fail, pipes burst, or compliance deadlines slip. Built for utilities with 1–5 operators and no IT staff.
Most vendors assume your data is clean. We know it's not. So we fix that problem first, then layer on the AI.
Install a lightweight agent on your existing SCADA PC. It auto-discovers your sensors, pumps, and treatment systems. For the first 30 days, it just watches—learning what "normal" looks like for your specific equipment.
Every sensor reading gets a trust score (0-100%) based on calibration history, drift patterns, and cross-validation. When you see "Chlorine: 2.3 ppm," you also see "Trust: 94%"—or "Trust: 47%, probe overdue for calibration."
Once you trust the data, we add predictions. But every alert shows its reasoning: "Pump 2 bearing will fail in 4-7 days (87% confident). Based on: vibration trend, temperature pattern, runtime hours." You understand the why, not just the what.
Can I trust this reading? Is this alarm real? Who changed that setpoint? We answer these questions first—then add intelligence on top.
Every value gets a trust score. "Chlorine: 2.3 ppm (Trust: 94%)" means act on it. "Chlorine: 2.3 ppm (Trust: 38%, probe overdue calibration)" means verify manually. No more guessing whether to drive out at 3 AM.
Click any calculated value to see the formula, source data, and assumptions. "Energy efficiency 78%" isn't mysterious—you see exactly which sensors contributed and how it was computed. No black boxes.
Full audit trail for every manual override, setpoint change, and equipment start/stop. "Pump 3 stopped at 2:47 AM by Operator Tim for bearing inspection." When your manager asks what happened, you have answers.
Once you trust the data, predictions become valuable. But we show our work: "87% confident. Based on: vibration trend +15% over 5 days, temperature +8°F, runtime 2,847 hrs." You understand why, not just what.
"For the first time in 12 years, I actually trust what I see on my dashboard. Every reading has a trust score. I know when to act and when to verify."
"The system flagged a chlorine probe at 42% trust score. Turned out it was drifting. Without that warning, I would've dosed based on bad data and violated our permit."
"This is what the industry has been missing. Not more dashboards—confidence in the data behind them. Operators finally have answers, not just more questions."
From your SCADA historian to your phone — the full data path that turns raw sensor noise into decisions your team can act on.
Who It's For
Whether you're an operator on the floor, a manager watching the budget, or a board member protecting the community — Upstream AI speaks your language.
Start with data you can trust. Upgrade to AI co-pilot when you're ready. No per-sensor fees. No hidden costs. Cancel anytime.