/0.4 / Predictive
Advance warning, not dashboards of what already happened.
A dashboard tells you what broke yesterday. A predictive system tells you what's likely to break tomorrow. We build the second kind.
Our models run on top of the Data Ops layer and feed back into the decision interfaces your team already uses. No new dashboard to check. Alerts flow to the place the work happens. If an operator has to open a tenth tab to see a prediction, the prediction never gets seen.
Calibration matters more than raw accuracy. A 73%-confident alert that maps cleanly to an action threshold is worth more than a 91%-accurate score that no one can act on. We ship the threshold, the action, and the drift detector together.
What we build
- —Time-series, classification, and survival models at production scale.
- —Calibrated probability outputs tied to business action thresholds.
- —Drift detection, retraining pipelines, A/B evaluation harnesses.
- —Routing of alerts into the systems your operators already use.