AI-Assisted Irrigation
Data-driven decisions, for every drop.
U2 AI Agro fuses what the field says, what the sky will do and what the crop needs into one irrigation decision: recommended with its reasoning attached, approved by the grower, applied by the valves, and still running when the internet is down.
Formerly U2 Agro AI · Pilot programs with measured results
The shift
Irrigation is still run on guesswork.
Water is wasted, yield is lost and labor is burned driving to fields to check what a sensor already knows, while climate pressure makes every season less forgiving. The data to decide better exists; it just is not in one place, making one decision.
The right time, the right duration, the right amount, with the reason attached.
The platform
Three data layers, one decision engine.
Field sensors, weather and agronomic knowledge feed a single engine that decides whether to irrigate, and if so when, how long and how much, with the reasoning shown for every call.
Decision Engine
Whether, when, how long, how much: computed, not guessed.
- Soil, weather and crop need fused per parcel
- Timing, duration and amount calculated per irrigation
- Confidence score and reasoning attached to every call
Field & Edge
Sensors, valves and local rules that survive outages.
- Soil moisture, temperature, valve state and device telemetry
- Edge device runs local rules and buffers data offline
- Works with common agri-IoT hardware; no vendor lock-in
Weather Intelligence
If rain is coming, irrigation waits.
- Location-specific forecast and observed weather per field
- Irrigation deferred or resized when rain is expected
- Forecast accuracy tracked against what actually fell
Crop Water Models
What the plant needs, by type and growth stage.
- Crop type, phenological stage and regional coefficients
- Real water need computed, not copied from a chart
- Model versions tracked; results feed back per parcel
Ops & Cooperative
From one parcel to a whole basin.
- Multi-parcel monitoring, alerts and irrigation history
- Member management, allocation and quotas for cooperatives
- Advisor approval flows and regional dashboards
Data & Trust
Your field, your data, your call.
- Field data belongs to the grower or enterprise
- KVKK-governed roles fixed by contract; no cross-customer model training on your data
- Regional indicators only as anonymized aggregates
How it works
Measure, fuse, decide, apply, learn.
Measure and fuse
Field devices read soil moisture and temperature continuously; the platform fuses them with the forecast and the crop's real water need.
Decide with reasons
The engine decides whether irrigation is needed, and if so when, how long and how much, showing the data, the rule and the confidence behind it.
Approve and apply
Recommendations wait for your approval, or run automatically inside safety limits you define. Valves act; everything is logged.
Learn per parcel
Actual outcomes and your feedback sharpen the next decision, parcel by parcel, season by season.
Who it's for
From a single parcel to basin scale.
Wherever water meets a crop, the question is the same: irrigate now or wait, and for how long. The platform answers it at every scale.
Growers
The right irrigation call with its reason, without driving to the field to guess.
Agri enterprises
Central monitoring across parcels, with water, energy and labor under one view.
Greenhouses
High-frequency measurement for tight control, with instant alarms when values drift.
Cooperatives & basins
Member parcels, allocation and quotas, regional dashboards and advisor approval flows.
Agronomists & advisors
Reasoned decisions and approval flows across clients, with comparisons that hold up.
Sustainability programs
Anonymized regional water-efficiency indicators, built from measured parcels.
Why U2 AI Agro
Automation a farm can actually trust.
No black boxes
Not a single irrigation decision ships without its explanation: which data, which rule, what confidence. You can challenge every call, and the last word is always yours.
Offline is a feature
Coverage fails in the field; that is a design input, not an excuse. The edge device keeps measuring, deciding within the local rules you defined and driving valves until the connection returns.
Numbers we can defend
We do not invent savings figures. Impact on water, energy and labor is measured in pilots with control parcels and flow metering, per parcel, and reported from data.
A U2 AI Studio venture
Built inside U2 AI Studio, the team building AI products across carbon accounting, energy operations, continuous audit and more. Cross-domain experience, one engineering culture.
Contact
Start with one parcel and one season's question.
A pilot on a few parcels, a cooperative or basin conversation, or a hardware question: tell us about it.
Thanks. We'll get back to you within one business day.
FAQ
Frequently asked questions
Does it irrigate automatically, without asking?
Only if you choose that, and only inside limits you set. By default every irrigation is a recommendation with its reasoning attached, waiting for your approval. Automatic mode runs within grower-defined safety limits and can be turned off at any time; the last word is always yours.
What happens when the internet goes down?
Irrigation does not stop. The edge device keeps reading sensors, applying the local rules you defined and controlling valves without connectivity, and buffers the data. When the connection returns, everything syncs. Fields do not wait for coverage, so neither does the platform.
Why does every decision come with an explanation?
Because a black box has no place on a farm. Every recommendation shows which data it used, which rule it applied and how confident it is: soil reading, weather forecast, crop model version. You can challenge it, adjust it or reject it, and the system learns from what you decide.
Which sensors and hardware does it need?
Soil moisture and temperature sensors, valve control and an edge device for local rules and offline operation. The platform is designed to work with common agricultural IoT hardware rather than locking you into one vendor; pilot scope defines the exact kit per field.
What about yield and water-saving claims?
We do not invent numbers. Water, energy and labor impact is measured per parcel in pilot programs with control parcels and flow metering, and reported from that data. Until your pilot produces its own numbers, we make no savings promises.
Who owns the field data?
You do. Field and operational data belongs to the grower or enterprise; the platform processes it to serve you, under KVKK-governed roles fixed by contract. Regional indicators, where offered, are anonymized and aggregated.
What happened to U2 Agro AI?
Same product, aligned name. U2 Agro AI now continues as U2 AI Agro, joining the U2 AI sub-brand family, and u2agroai.com redirects here. The platform, the team and the approach are unchanged.
How can we start?
With a scoped pilot: one or a few parcels, sensors and an edge device, one season's question. Cooperatives and enterprises can start with a multi-parcel scope. Write to us through the contact form or at [email protected].