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Telemetry Insights
AI-Powered Irrigation Platform
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Water Buddi

The only commercial irrigation platform that eliminates scheduling entirely. Water Buddi's cloud AI continuously analyzes multi-depth soil moisture, live weather forecasts, and environmental conditions to make every irrigation decision automatically — no timers to configure, no manual adjustments after rain, no wasted water.

Water Buddi system in crop field with sprinklersWater Buddi system on golf course with sprinklersWater Buddi system in orchard with sprinklersWater Buddi system in vineyard with sprinklers

The Challenge

Scheduled Irrigation Wastes Water and Money

Timer-based systems run on fixed schedules regardless of actual soil conditions, recent rainfall, or weather forecasts. The result: over-watering after rain events, under-watering during heat stress, and unnecessary utility costs.

For commercial operators, manual adjustments are labor-intensive and reactive — a constant game of catch-up that wastes resources and staff time.

20-40%

Typical water savings when replacing schedule-based irrigation with sensor-responsive, condition-driven automation.

AI-Powered Platform

Why AI Changes Everything for Irrigation

Traditional irrigation runs on schedules — timers that don't know if it just rained, if the soil is already saturated, or if temperatures are forecast to spike. Skilled operators spend hours managing what the TI platform handles automatically.

Water Buddi replaces scheduling entirely. The TI cloud AI fuses multi-sensor data with live weather intelligence to make every watering decision autonomously — the way a skilled agronomist would, but 24/7 and at commercial scale.

Predictive, Not Reactive

Live weather forecasts are integrated continuously. Irrigation is withheld before rainfall arrives and triggered ahead of forecast heat events — preventing stress before it starts, not after.

Multi-Variable Optimization

Soil moisture at multiple depths, air temperature and humidity, barometric pressure trends, historical watering patterns, and GPS zone profiles are all analyzed together in real time.

Continuously Self-Adjusting

As soil and weather patterns are observed over time, the platform's decisions become more precise. It learns what optimal looks like for each zone — so accuracy improves every season.

Traditional Schedule-Based Irrigation

  • Runs on a fixed schedule regardless of actual soil moisture
  • Unaware of rainfall — waters right after it just rained
  • Single-variable — timer only, no sensor or weather input
  • Requires manual override after every weather event
  • Demands skilled staff hours to optimize per zone

Water Buddi AI Platform

  • No schedule — waters only when conditions actually require it
  • Weather-aware — withholds irrigation before forecast rain
  • Multi-variable — soil, air, GPS, weather, history combined
  • Fully autonomous — zero manual adjustments needed
  • Self-optimizing — improves decision accuracy every season

Platform Capabilities

The full sensor-to-cloud stack that makes autonomous irrigation possible — managed through a Progressive Web App installable on any device.

Condition-Driven Watering

Soil moisture sensors at multiple depths trigger irrigation only when conditions require it — not on a clock. No scheduling configuration needed.

Platform Intelligence

The TI cloud platform combines real-time sensor data with weather forecasts and historical trends to optimize every watering decision automatically.

Weather Integration

Connects to weather services for current conditions and forecasts. Irrigation is withheld before predicted rainfall and adjusted for temperature and humidity.

GPS Zone Mapping

Each sensor node includes optional GPS positioning, enabling zone-specific profiles across large properties with different soil types and plant requirements.

Full Environmental Context

Onboard air temperature, humidity, and barometric pressure sensors provide complete site-level environmental data alongside soil readings.

Cloud Analytics

Track water consumption trends, watering events, and savings over time. Historical data and real-time dashboards accessible from any device.

One Device, Three Roles — Automatic

Every Water Buddi unit is identical hardware. At startup each device automatically takes the role that best fits its environment — no manual configuration required except to enable Hub Mode on gateway devices.

Auto — Preferred

WiFi Role

WiFi is always tried first — it is faster and supports over-the-air firmware updates. Typical range: under 100 ft (30 m) from a router or access point. Assigned automatically when a WiFi network is found.

Auto — LoRa Fallback

Node Role

If no WiFi network is found at startup, the device automatically switches to LoRa 915MHz and connects to any Hub in range as a Node. Range: ½–1 mile (0.8–1.6 km) in open terrain. Firmware updates are not available over LoRa — temporarily move the device within WiFi range to update.

Manual Setup

Hub Role

Hub Mode is manually enabled on one or more devices with reliable WiFi signal. A Hub connects to the cloud over WiFi and relays all data to and from Node devices in LoRa range. One Hub supports up to 32 Nodes. Deploy multiple Hubs for larger properties.

The Water Buddi Device

One SKU. Every unit ships with the same hardware — the role it plays is determined automatically at startup. No separate Hub or Node hardware to buy or stock.

  • RS-485 Modbus soil moisture and temperature probe
  • Onboard air temperature, humidity, and pressure sensor
  • Optional GPS for precise zone mapping
  • Integrated LoRa 915MHz long-range radio
  • WiFi — direct cloud connection, firmware updates
  • Internal battery backup — up to 24 hours
  • Onboard OLED display and control buttons
  • Weatherproof enclosure

Built for Commercial Applications

Property Management

Centrally manage irrigation across multiple properties. Eliminate per-site manual adjustments and reduce water utility costs at scale.

Commercial Agriculture

Precision irrigation for row crops, orchards, and vineyards. Maximize yield while minimizing water and labor costs across large acreage.

Landscape Contractors

Offer smart irrigation as a managed service. Monitor all client properties from a single dashboard and document water savings for clients.

HOA & Common Areas

Consistent, automated care of community green spaces without manual scheduling or dedicated irrigation staff.

Golf & Sports Facilities

Zone-specific precision for greens, fairways, and fields. Maintain playing conditions while meeting water conservation mandates.

Municipalities & Government

Reduce operational costs and meet sustainability targets across parks, medians, and public green infrastructure.

Typical Commercial Install — Vineyard

A Hub/Node LoRa mesh covers an entire vineyard block from a single WiFi connection in the tasting room. Each device controls drip laterals and monitors soil moisture for its row. Click any device to see the signal flow.

ROW 01ROW 02ROW 03ROW 04ROW 051″ PVC SUPPLY TRUNKWATER SUPPLY14AWG 12VACLoRa 915MHzWiFi 2.4GHz12VAC XFMRSHUTOFFPUMP HOUSEXFMR · SHUTOFF VALVEWINE TASTING ROOMWiFi APSOILSOILSOILSOILSOILHUB · WiFi+LoRaWB-HUBNODE · LoRaWB-N01NODE · LoRaWB-N02NODE · LoRaWB-N03NODE · LoRaWB-N04TI-WB-VINEYARD-001 · REV B · Water Buddi Commercial Irrigation — 5-Row Vineyard Install · Click any device to inspect© 2026 Telemetry Insights LLCNSEW
Line Types
1″ PVC Water Supply
Main trunk + row feeds
½″ Drip Lateral
Left & right of device
14AWG 12VAC Power
Transformer → devices
WiFi 2.4GHz
Tasting room → Hub
LoRa 915MHz
Hub → Node devices
Symbols
HUB
Water Buddi Hub
WiFi + LoRa · Row 01
NODE
Water Buddi Node
LoRa only · Rows 02–05
Soil Moisture Sensor
3-prong, per row
12VAC Transformer
In pump house
Manual Shutoff Valve
In pump house
Tee / Branch Fitting
Supply junction
System Notes
5 × Water Buddi units
1 Hub — WiFi + LoRa (Row 01)
4 Nodes — LoRa only (Rows 02–05)
LoRa: 915MHz mesh from hub to all nodes
WiFi: tasting room AP → Hub only
Water: pump house → left trunk → each row
½″ drip laterals L + R of each device
Soil sensor per device, solid black cable
14AWG power alongside water trunk
Click any device to inspect

Water Buddi by the Numbers

20-40%

Reduction in water usage vs. schedule-based systems

32 Nodes

Per Hub — scales to the largest commercial sites

500m+

Wireless range — no trenching or WiFi infrastructure needed

Ready to Eliminate Scheduling and Save Water?

Tell us about your property. We'll design the right sensor configuration and connectivity approach for your site.

Need foundation protection? Check out our sister product.

Drip Defender - Foundation Protection Platform →