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Field

Intelligence where the signal is.

Intelligence that lives where the signal is: on the sensor, in the plant, next to the equipment.

For water and wastewater operators, plant engineers, and teams with sensors at the edge.

Run it on your own data Explore Field

Reel: Astrognosy OT film

Field · AI Cowboys with AI Cowboys

Astrognosy OT

Equipment-level monitoring for operations.

Open Astrognosy OT →

Field · AI Cowboys with AI Cowboys

Watershed

Intelligence for water utilities.

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Field

GnoSys Field Intelligence

A brain on your sensor.

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Proof that lands

A small board beat a data center graphics card running alone.

An Arduino UNO R4 decided which of the 82,332 UNSW-NB15 network-intrusion test windows deserved an NVIDIA Tesla T4. Together they caught more of what mattered, with fewer calls, than the T4 running on everything.

0.919
Hybrid F1
vs 0.895 for the always-on T4
35.03%
Fewer GPU calls
53,489 instead of 82,332
3.021 ms
Board decision, mean
3.141 ms p95
Astrognosy OT A second witness for the plant. A Pi observes network traffic while independent UNO R4 boards score equipment signals. Together they can reveal a physical change the HMI does not show. Explore the OT kit →
Video
Astrognosy OT with AI Cowboys Network and physical evidence meet on site
Full result replay Follow every one of 82,332 windows. See which observations stayed on the board and which went to the GPU. Open the replay →

Sources

Partners

Bring us one sensor.

We run it on your own data, beside what you have today, and show you what changes.

Run it on your own data Book a scan

jacob@astrognosy.com