Turning Poultry Farm Operations into an Intelligent Digital Twin & Predictive AI Automation Platform
Manual Trust & Silent Failures
Feed tracked on trust. Silent motor jams, moisture caking, and unverified deliveries caused missed feeding cycles.
Predictive IoT Digital Twin
Silo Watch telemetry paired with a physics-based AI twin that forecasts machine failure 4–12 hours before jams occur.
78% Precautionary Fixes
78% of faults auto-detected, 7–8× faster resolution SLA, and zero missed feeding cycles across all poultry sheds.
The Problems We Solved
Feed is ~70% of poultry running cost. Tap each failure point to see what was going wrong.
Where Our Layer Comes In
Five stages turn a raw sensor reading into an action on the farm. Node on the left, what happens on the right.
How the AI Predicts a Breakdown
Three live signals feed one model. It reads them against a healthy baseline and calls the failure hours early.
Motor current drift
Amp draw creeps 3–7% above baseline as friction builds.
Moisture rate of rise
Not the level — the speed humidity is climbing.
Consumption vs. flock
Feed used per bird per hour against age and headcount.
The model reads all three at once
A time-series model (anomaly detection + regression) scores how far live behaviour has drifted from the asset's healthy curve, and estimates hours-to-failure.
Digital Twin Simulation Lab
Pick an asset, drag the sliders, or hit Run Live Fault Simulation — watch the twin and the AI diagnosis react in real time.
3-Step Verified Feed Entry
Three people sign a delivery before the weight locks into the ledger — no more paper slips or trust estimates.
This is where bulk feed vehicles arrive, dock, and discharge tons of poultry grain directly into the vertical storage silo. Silo Watch's load-cell instrumentation reconciles gross vs. tare weight in real-time, eliminating delivery theft and invoice discrepancies.
Entry Logged
Filling crew logs destination silo ID and delivered net weight at the point of discharge.
Driver Verifies
Delivery driver confirms the logged weight matches the transport tanker manifest.
Supervisor Signs
On-site farm manager provides final digital sign-off before the record is locked in.
Record Closed
Telemetry ledger locks — zero manual audit reconciliation or shrinkage disputes.
The Fault-to-Fix Loop
When something breaks, the repair and the coverage feeder are dispatched at the same time — not one after the other.
Anomaly Triggered
A sensor metric or AI predictive-drift score crosses threshold — moisture >14%, a motor vibration spike, or dispensed weight missing scheduled conveyor output by >15%.
Priority Ticket Auto-Opened
The system pins the exact silo and shed, attaches the telemetry delta, and tags an urgency risk level — with no human keystroke.
Supervisor Alerted with Diagnosis
The farm supervisor gets a push alert carrying the sensor logs, root-cause diagnosis, and recommended fix.
Coverage Worker Auto-Assigned
A manual-feeding worker is dispatched to cover the flock while the silo is down — the birds never wait on the repair.
Ticket Closes on Verified Repair
The technician completes the repair, the sensor confirms normal dispensing, the ticket auto-closes, and manual feeding stands down.
Same Engine, Wider Scope
The same detect → predict → ticket loop runs on the farm's medicine dosing and water treatment plants.
Medicine & Spraying Management
Carried in the same console to monitor medication dosage, spray pump pressure, and scheduled flock vaccine delivery.
- Timestamped pump telemetry & dilution log
- Flow rate anomaly alerts for blocked nozzles
- Risk tagging for missed flock immunity schedules
Fresh Water & Treatment Plant
High-capacity industrial water pumping infrastructure supplying continuous fresh water across all sheds and driving the base stream for medication spraying.
- Inline pressure & flow transducer monitoring
- Automatic switchover to secondary pump on pressure drop
- Proactive ticket dispatch before hydraulic starvation
Field Hardware in Action
Real-world photographic evidence of the sensor-instrumented infrastructure deployed across Client poultry facilities. Tap any photograph to view high-resolution telemetry details.
18-Ton Bulk Feed Silo & Vehicle Intake Port
ActiveThe central feed hub of the farm. Delivery vehicles park directly underneath the loading gantry to discharge poultry grain. Outfitted with calibrated load-cells, top-mounted humidity transducers, and automatic hopper sensors to verify deliveries and detect caking early.
Automated feeder mechanism running through poultry sheds. Motor current drift is continuously analyzed to predict bearing fatigue and prevent sudden feeder line jams.
High-pressure overhead misting lines serving dual purposes: active temperature control through evaporative cooling in summer, and uniform medication spraying for biosecurity.
The dedicated chemical injection pumping station where medicine dosage concentrations are calibrated and launched into the spray distribution grid with digital volume logging.
Industrial multi-valve fresh water pump station driving high-volume clean water across all poultry sheds and serving as the foundational water source for the medicine misting network.
Results
Measured across multiple production seasons, legacy manual rounds vs. Silo Watch.
| Operational Metric | Legacy Process (Manual Rounds) | Silo Watch + Predictive AI | Measurable Gain |
|---|---|---|---|
| Machine Fault Detection | Post-failure (hours later) | Predictive ML warning (4–12 hrs prior) | Precautionary Repair |
| Time to Supervisor Alert | 2 to 4 hours (next inspection) | Under 3 minutes | 7–8× Faster |
| Feed Delivery Auditing | Paper slips & trust estimates | 3-step sequential digital sign-off | 100% Verified |
| Missed Feeding Impact on Laying | Severe dips in flock egg output | Parallel worker auto-dispatch | Zero Output Loss |
Ready to Deploy Digital Twins & Predictive IoT for Your Enterprise?
From agricultural telemetry and industrial edge hardware to real-time physics simulators and machine learning, TS Techy engineers custom platforms that protect operations and eliminate downtime.