Hardware-first platforms (Phytech, CropX, and others) generally begin by installing their own sensors. AgWaterAI begins with the probes you already own. Here is the honest side-by-side.
The right column describes the typical hardware-first model in general terms, not any specific vendor's current offering. Verify any platform's terms, pricing, and data policy directly with the vendor.
Don't rip anything out. We go live on your existing feed in days, at $20/acre/year, with your first 30 days free. No credit card.
No. Bring Your Own Sensors (BYOS) is the product: AgWaterAI runs on Sentek, METER, Irrometer, AquaSpy, and other standard soil moisture probes at $20/acre/year, starting with a free 30-day trial on your existing feed. Nothing gets ripped out.
Hardware-first platforms generally start by installing their own sensors, and the software reads that hardware. AgWaterAI can start from compatible probes already in the field, then adds three trained models in the decision path (same-day stress detection, daily water-use prediction, sensor-anomaly watch), a rules engine mined from a CCA's real decisions, and a physics water balance, built on daily Central Valley data since 2016 on the oldest site. SGMA totals and reports remain gated on complete meter and allocation evidence.
Nothing up front. BYOS starts with a free 30-day trial on your own sensors with no credit card; the paid plan ($20/acre/year) only begins on Day 31 if you keep it. Managed Service ($80/acre/year) adds sensor install and weekly CCA field walkthroughs, with most sensor cost covered by the SWEEP/EQIP grants we file with you.
Honest answer: the PULSE held-out-site median is R² 0.6539, while the established-site temporal walk-forward result is R² 0.9076. Those are different evaluation settings. A new farm gets measured monitoring and allocation tools first; we do not promise that it will reach the established-site score.
The competitor column deliberately makes no vendor-specific claims: it describes the typical hardware-first model in general terms, and every claim about AgWaterAI is documented elsewhere on this site, including the validation numbers we publish with their context. Ask any vendor for their all-in per-acre price, their data ownership terms, and their cold-start accuracy. Then compare.