99.8% Uptime Last 30 days
7/8 Active Sensors 1 offline
0 Alerts Today All clear
Edge Inference On-site · Private
Demo Scenarios
68°F Partly Cloudy
8 mph NW
55% Humidity
Today 74° / 58°
Tomorrow 72° / 55°
Day 3 70° / 54°

Sense Layer

Real-time local hardware ingestion.

5 Online
South Well Conductivity µS/cm
840
Tract B Soil Moisture %
28
Main Line Flow Rate GPM
120
Ambient Temperature °F
68
pH Level — South Well pH
7.2

ML Ops: Anomaly Detection

Isolation Forest · Water Quality Pipeline · 60-day rolling window

Monitoring
Model Confidence 97% (Normal)
Inference Edge · On-Site
Last Sync Live
Training Data 2,847 samples

Intelligence Reasoning

On-site LLM · Knowledge Graph · Sensor Context

LLM · On-Site
04:22 AM

System nominal. All sensor inputs within historical bounds. Knowledge graph sync complete — 127 entities mapped.

04:30 AM

Scheduled retrieval check: county water advisory CA-2026-031 downloaded and indexed. No action items.

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8 Total Nodes Hub 01
7 Online 87.5%
23ms Avg Latency Last hour
v2.4.1 Last Firmware All nodes
Node 1A Online

Main Line Flowmeter

SustainAI xT-900 · LoRa

BAT 84% Ping 12ms Up 47d
Node 1B Online

South Well Conductivity

RS-485 Probe · Wired

PWR Wired Ping 14ms Up 112d
Node 2A Online

Tract B Soil Array

M-Series · LoRa

BAT 92% Ping 45ms Up 31d
Node 2B Online

Tract B Soil N/P/K

M-Series · LoRa

BAT 88% Ping 48ms Up 31d
Node 3A Online

Weather Station Central

Davis Vantage Pro2 · WiFi

PWR AC Ping 8ms Up 204d
Node 3B Online

South Well pH Probe

Atlas EZO-pH · RS-485

PWR Wired Ping 16ms Up 89d
Node 4A Online

Ambient Temp/Humidity

SustainAI xT-900 · LoRa

BAT 76% Ping 34ms Up 22d
Node 4C Offline

Tract C Moisture

M-Series · LoRa

OFFLINE Last: 2h ago
1,247 Total Queries Last 30 days
4.2s Avg Response Median latency
3 Anomalies Auto-detected
5,127 Knowledge Base Documents indexed

Knowledge Graph Explorer

Live document index · 5,127 nodes · Hover to explore

Live
Recent Retrievals
CA-2026-031 — County Water Advisory 0.94
USDA Soil Guide — Nitrogen Leaching Midwest 0.91
Sensor History: South Well 30-Day Trend 0.89
Runoff Event Protocol — Feb 2026 0.87
Crop Stage Calendar — V6 Corn April 0.83
Today 04:30 AM Critical

Conductivity Anomaly — South Well

Isolation Forest detected anomalous conductivity reading (1180 µS/cm). Automated root cause analysis initiated. Fertilizer runoff event confirmed with 98% confidence.

Today 04:28 AM Warning

Soil Moisture Dropping — Tract B

Soil moisture at Tract B has dropped below 25% threshold. Correlating with recent weather patterns and irrigation schedule.

Yesterday 14:12 Resolved

LLM Query — Soil Nitrogen Levels

Operator queried soil nitrogen levels for Tract B. Response generated from local knowledge graph and county advisory data.

Yesterday 09:44 Resolved

LLM Query — Fertilizer Application Window

Seasonal fertilizer application window analysis completed. Recommendations provided based on soil data and weather forecast.

2 days ago Info

County Advisory Indexed

County water advisory CA-2026-031 successfully downloaded and indexed into the local knowledge graph.

3 days ago Warning

pH Drift Detected — South Well

Gradual pH decline observed over 72-hour window. Flagged for monitoring. No immediate action required.

5 days ago Info

Model Weights Updated

Isolation Forest model retrained with latest 60-day rolling window. 2,847 training samples processed on-device.

2 weeks ago Info

Knowledge Graph Expansion

127 new entities added to local knowledge graph from USDA soil database and county records. Total: 5,127 documents indexed.

14 Reports Filed This year
Apr 15 Next Deadline Water Q2 filing
9 Auto-Generated By AI system
100% Compliance Score All filings current

Water Q2 2026 — In Progress

Auto-draft in progress · Due April 15, 2026 · 7 days remaining

Pending Signature
80% complete
Sensor data collected (Q1-Q2 2026)
Conductivity & pH averages compiled
Report narrative auto-generated by AI
Operator signature required
Final conductivity log attachment

Water Q1 2026

Filed Mar 31, 2026

Filed

County Soil Log

Filed Mar 15, 2026

Filed

Runoff Event Report

Filed Feb 28, 2026

Filed

Nutrient Balance

Filed Feb 14, 2026

Filed

pH Trend Report

Filed Jan 31, 2026

Filed

Water Annual 2025

Filed Dec 31, 2025

Filed
County Road 14 Farm Rd B Tract A 12.4 acres · Corn (V6) Tract B 18.2 acres · Corn (V6) Tract C 9.8 acres · Soybeans South Well Area Irrigation infrastructure · Well depth 240ft drainage channel WELL !
Legend
Online Sensor
Offline Sensor
Active Alert
Water Channel
Road
Field Boundary