Question 1

What does a GroundWorx sensor measure?

Accepted Answer

Each sensor reports soil moisture, soil temperature, and salinity from the root zone, along with signal and battery health. Readings are taken roughly every ten minutes and sent over the cellular network.

Question 2

Do I need a gateway, repeater, or Wi-Fi?

Accepted Answer

No. Every sensor communicates over LTE Cat-1 cellular on its own. There is no base station to place, no mesh to plan, no mesh radios, and no property Wi-Fi to extend. Nothing touches your network, so there is no IT project and no firewall change.

Question 3

Which carrier do the sensors use?

Accepted Answer

All of them, effectively. Each sensor carries a redundant global eSIM engineered with KORE that roams across tier-1 carriers — AT&T, Verizon, T-Mobile, Vodafone, Telstra and others — and fails over automatically to whichever network is strongest at that location. You never buy, manage, or swap a SIM.

Question 4

Does GroundWorx work outside the United States?

Accepted Answer

Yes. The same sensor works out of the box in more than 180 countries with no local SIM sourcing or hardware variant. For large farmland and rural topography, iQ SmartTowers ship on LTE Cat-1 with an elevation extension for long-range reach. Direct satellite NTN fallback is in development and is not shipping today.

Question 5

Can GroundWorx data flow into the systems we already use?

Accepted Answer

Yes, in both directions. An open REST API with webhooks connects GAIN to central irrigation control (Toro Lynx, Rain Bird Cirrus and Nimbus, Hunter and others), weather stations, agronomy software, GIS mapping, and enterprise data lakes. No walled gardens — the data is yours and you can stream it anywhere.

Question 6

How long does installation take?

Accepted Answer

A typical location takes about ten to fifteen minutes: cut a plug, set the sensor at the specified depth, and replace the plug. Most properties are fully installed in a day.

Question 7

How long does the battery last?

Accepted Answer

Sensors are built for a seven-year service life in the ground with no charging or battery swaps.

Question 8

Can I mow, aerate, and topdress over the sensors?

Accepted Answer

Yes. Sensors are buried below normal cultural practice depth. We map every location so your crew knows exactly where each unit sits before aerification.

Question 9

How many sensors does a property need?

Accepted Answer

It depends on your soil variability and the decisions you want to make. A golf course typically starts with greens and known problem areas; sports complexes usually start with one per field. We build the layout with you during the site plan.

Question 10

What is GAIN?

Accepted Answer

GAIN is the GroundWorx Autonomous Intelligence Network — the software layer that reads every sensor reading alongside AI-modeled weather, learns how your site responds, and turns that into alerts, forecasts, and irrigation recommendations in the dashboard and mobile app.

Question 11

What is agentic AI, and how does GroundWorx use it?

Accepted Answer

Most people know generative AI as a system that answers a question or writes something for you. Agentic AI goes a step further: it works toward a defined goal. GroundWorx observes changing conditions, reasons through the evidence, determines what should happen next, and learns from the outcome — all within boundaries you set. Instead of telling a superintendent that an area is dry, GAIN helps answer a far more useful question: does this area need water tonight, how much, and what happens if we wait?

Question 12

Does the AI take control away from my team?

Accepted Answer

No. The operator stays in control. GroundWorx is built to support human judgment and, where appropriate, coordinate action only within defined permissions and boundaries. Every recommendation shows its evidence and a confidence level, so your team can accept it, adjust it, or override it. This is not AI replacing expertise — it is intelligence giving experts earlier, clearer, more actionable evidence.

Question 13

What does the AI actually learn from?

Accepted Answer

Repeated measurements of moisture, temperature, and salinity tied to a specific place and moment, combined with weather, site history, root-zone conditions, irrigation activity, and your operating goals. Machine learning recognizes patterns and improves its estimates as it sees more relevant examples; deeper models pick up more complex relationships across many variables and longer time spans.

Question 14

Why do two locations with the same reading get different recommendations?

Accepted Answer

Because every location behaves differently. Sandy soil can dry rapidly while another soil holds water far longer, and sun, shade, roots, irrigation, and tomorrow's weather all change what a reading means. As GroundWorx samples a location again and again, it learns that location's environmental signature — how quickly it gains or loses moisture, how it responds to irrigation and rainfall, how temperature moves the root zone, and which patterns tend to appear before visible stress. Over time the location moves from simply being measured to becoming predictive.

Question 15

What is Intelligence Compounding™?

Accepted Answer

When the actual outcome comes back — what was watered, how conditions changed, and whether the recommendation worked — that verified feedback can improve future intelligence. Every deployment, prediction, decision, and confirmed outcome has the potential to sharpen what GroundWorx understands next. Comparable evidence, governance, and feedback are what make that possible; volume alone does not.

Question 16

What makes the GroundWorx dataset hard to replicate?

Accepted Answer

A competitor can buy a sensor or build a dashboard. What cannot be reproduced overnight is nine years of environmental history, more than 700 million observations, the context connecting them, and the learning created through repeated deployments and verified outcomes. The value is not the size of the number — it is the structure behind it.

Question 17

Is this just generic AI applied to turf?

Accepted Answer

No. Generic AI makes assumptions about the physical world. GroundWorx is predictive environmental intelligence grounded in real measured conditions, trained through repetition, enriched by weather and site context, and adapted to the specific place where the decision has to be made. Predictions are estimates carrying a stated confidence, never guarantees.

Question 18

What is AAEI?

Accepted Answer

AAEI stands for Aggregated Autonomous Environmental Intelligence. It is the reasoning layer that sits above GAIN. Where GAIN organizes millions of observations into trustworthy environmental evidence, AAEI reasons across that aggregated evidence to estimate likely future conditions, express how confident it is, and support better operating decisions. The combination — aggregated evidence, autonomous reasoning, and environmental intelligence — is what lets GroundWorx turn raw telemetry into a decision rather than just a number.

Question 19

Does GroundWorx control my irrigation system?

Accepted Answer

GroundWorx informs irrigation decisions and integrates with your existing process. Talk to us about your central control system and we will walk through how teams on that platform use GAIN today.

Everything you need to run GroundWorx well.

University soil science programs

University of California, Davis

Cornell University

NC State University

University of Wisconsin–Madison

Penn State

Texas A&M University

Iowa State University

Oregon State University

Wageningen University & Research

University of Reading

Equestrian & Racing: Intelligence Beneath the Footing

Questions we hear most

Installation and platform manuals

GX-1 Sensor Installation Guide

GAIN Platform Quick Start

GAIN customer portal

GroundWorx mobile app

Pitch Deck Background Suite

GroundWorx AI Watch

Have a question about your own property?