Edge AI for the field

Hear failure
before it happens.

IrriGhost is a solar-powered, edge-AI sensor that retrofits onto irrigation pumps and motors — predicting faults and sending alerts the moment something changes.

Pump 03 · Live

01 · The problem

Pumps fail in the worst possible places, at the worst possible time.

Days
of downtime per failure

When an irrigation pump dies mid-season, replacement parts and technicians can be days away.

Crops
lost during the dry window

Even short downtime in peak irrigation cycles compounds into measurable yield loss.

Zero
visibility on remote sites

Most pumps run unmonitored. By the time someone notices, the bearing is already gone.

IrriGhost edge-AI sensor mounted on an irrigation pump at dusk
Online · Solar 87%v1.0 · IRG-A

02 · The product

Meet IrriGhost.

A rugged, solar-powered sensor that retrofits onto the pumps and motors you already own. It listens for the early signatures of bearing wear, cavitation, and electrical faults — and sends a plain SMS the moment something looks wrong.

No SCADA integration. No new dashboards to learn. Just a quiet device that watches the machine and tells you when to walk over.

Solar PoweredEdge AIRetrofitDIRECT ALERTS

03 · How it works

Five steps. Built for remote infrastructure.

01

Sense

Vibration, temperature, and electrical signals captured directly from existing pumps and motors.

02

Think

On-device models detect abnormal operating behaviour at the asset, before failure cascades.

03

Send

The device transmits critical events via satellite, avoiding dependence on patchy cellular coverage.

04

Log

Events route through the Retrolytics server, creating visibility, history and a record of each alert.

05

Alert

Notifies the grower via their preferred contact method when something needs attention.

04 · Why it's different

Designed for the real conditions of remote infrastructure.

Edge inference

Models run on-device, so the system can detect abnormal behaviour at the asset before sending only critical events onward.

Solar powered

True off-grid operation. Deploy in fields, vineyards, orchards — wherever the pump lives.

Retrofit, not replace

Mounts onto the infrastructure you already own. No new pumps, no new wiring.

Alert-first workflow

Receive simple, actionable alerts without needing to monitor another dashboard. No app, no login, no learning curve.

Field-grade hardware

Sealed, weatherproof, vibration-tolerant. Built for dust, sun, and decades of abuse.

Predictive, not reactive

Detects developing faults before they cascade. Shift from emergency repair to planned maintenance.

05 · BEYOND AGRICULTURE

A platform for the machines the world already runs on.

The same edge-AI sensing approach extends naturally to any rotating machine in any remote location. IrriGhost is the first product. It won't be the last.

  • Mining dewatering
  • Water utilities
  • Industrial pumps
  • Remote generators
  • HVAC plant
  • Aquaculture

06 · THE COMPANY

Retrolytics.

We retrofit intelligence into the machines the world already runs on. Pumps, motors, generators — the unglamorous hardware that keeps food, water, and industry moving.

Most of these machines were installed long before "IoT" was a word. Replacing them isn't realistic. Listening to them, with modern edge AI and rugged hardware, is.

That's the company. IrriGhost is where we start.

PILOT PROGRAM · EOI

Put IrriGhost on your pumps.

Tell us a little about your operation and we'll be in touch.