Pump intelligence · Edge-to-Cloud

Every pump has a heartbeat.
We listen.

Data-Flow acquires, processes and interprets telemetry from electric pumps with on-board edge AI. Anomalies are detected before they become failures — performance is tuned before it ever drifts.

TEMP42.3 °C
VIB0.82 g
FLOW12.5 L/min
RPM2850
10 kHz
Sampling rate per channel
< 40 ms
Edge inference latency
99.4%
Fleet uptime
-94%
Wiring weight reduction
How Data-Flow works

From the impeller to the cloud, on a single signal path.

01

Acquire at the source.

FlowSense boards live inside the pump and sample vibration, pressure, temperature, current and flow at 10 kHz.

02

Think on the edge.

FFTs and envelope analysis run on-chip. Only compact, information-dense frames travel downstream over CAN.

03

Predict, don't react.

A purpose-trained neural net fuses every channel and explains every anomaly before it becomes a failure.

04

See your whole fleet.

Local operator dashboards mirror to the cloud for fleet-wide insight and auto-generated shift reports.

Ready when you are

Stop reacting. Start predicting.

Deploy Data-Flow on a single pump or a fleet of hundreds. Sign in to open your dashboard and watch the signal live.

© 2026 Data-Flow · Pump intelligence