We ingest existing telemetry, detect sustained structural deviation, and produce reviewable analytical records. Built for investor diligence and operator clarity without any control, actuation, or system modification.
Run-to-failure simulations used to evaluate prognostics methods. Suitable for testing sustained drift detection and trajectory logic.
Baseline definition, multivariate distance computation, smoothing, admission logic, and lead time quantification.
Domain calibration for live water systems requires site telemetry and real operating constraints. That is the next step.
Connect to existing telemetry streams. No new sensors required. No control links. No system modification.
Correlate pressure, flow, thermal, chemical, and structural signals to detect deterioration trajectories early.
Preserve reviewable records of inputs, analytical state, and outputs so decisions are defensible and auditable.
No commands. No automation. Operators retain full control while receiving earlier signal and clearer context.
Identify emerging structural risk and maintenance exposure to inform capital planning, underwriting, and asset strategy.
Partner deployments validate detection logic on domain telemetry and produce investor-grade evidence of performance.
FD001 through FD004 degradation trajectories.
Deviation admitted prior to terminal failure.
Between admission and failure point.
No false admissions during baseline stability window.
Connect to BAS, SCADA, historians, or existing IoT feeds. No proprietary hardware required.
Observation and evidence generation only. Operators remain in control. No remote intervention.
Partner sites provide live telemetry, allowing calibration and proof of lead time for real infrastructure conditions.