SpillGuard AI
A small ceiling-mounted camera that watches shop and warehouse floors.
- Spots spills and debris in seconds
- Detects when someone falls
- Alerts the nearest staff member
From $399 per edge box
PilotAI temperature and condition monitor for cold-chain cargo
Software: $49–$149 per month per site
$49 deposit, credited against the final price, refundable any time before shipment. Target ship window Q3 2027.
Real-time 3D render · drag to rotate · final design may vary
What it is
A lunchbox-sized monitor that mounts inside trucks, cold rooms and fridges.
What it does
Who it's for
Food and pharma distributors, cold stores, hospitals and air-cargo handlers.
Look inside
Keep scrolling: it opens up in real time to show the parts that do the work.
Overview
ColdChain Guard AI is a 12 cm monitoring box that combines temperature, humidity, shock and door sensors with a low-light camera and an on-device AI model. It watches temperature-sensitive goods in trucks, containers, cold rooms and fridges 24/7, predicts excursions before they happen, detects tampering and door events, and alerts your team instantly over LTE, Wi-Fi or GPS-tracked links.
The problem
Temperature excursions spoil food, vaccines and medicines worth billions every year, and most cold-chain loggers only reveal a problem after delivery. Doors left open, failing refrigeration units and tampering go unnoticed in transit. Proving compliance for audits means stitching together data from disconnected devices.
Monitor reefer trucks and containers in transit with live location and temperature.
Keep a continuous, tamper-evident record for temperature-sensitive medicines and vaccines.
Watch frozen and chilled goods in cold rooms and distribution centres.
Monitor medicine fridges, blood banks and specimen storage with instant alerts.
Detect door open/close events, unexpected access and product disturbance with camera evidence.
Track pharma and perishables through airport cold-chain handling and transit.
Sensors and a low-light camera monitor the load and environment 24/7.
The on-device model learns normal temperature behaviour and flags abnormal trends and events.
Time-series forecasting warns when an excursion is likely, before limits are breached.
Instant alerts with sensor data, location and a camera snapshot go to the dashboard, SMS or email.
Every reading is logged for compliance reports and shipment handover records.
In the app
The ColdChain dashboard shows every asset's live temperature, location and status on a map, with alerts, history and one-click compliance reports.
Cargo hit 9.1 °C for 22 min, limit 8 °C
Rear door, delivery stop 3
Expected to pass 8 °C in ~25 min
Depot → 6 stops, vaccine load 2–8 °C
Runs on-device · Kendryte K230D
Learns each asset's normal cycle (defrost, door openings) and flags true anomalies.
Model: Isolation Forest + LSTM autoencoder
Forecasts temperature trends to warn before thresholds are crossed.
Model: LSTM / Temporal Convolutional Network forecaster
Checks camera images for frost build-up, condensation, damaged packaging or shifted loads.
Model: MobileNetV3 image classifier
Detects door openings, people and unexpected access in the cargo area.
Model: YOLO11-n object detection + door sensor fusion
Classifies drops and impacts from accelerometer data.
Model: 1D-CNN on IMU signals
Targets for production units. Subject to change during development.
| AI processor | Kendryte K230D (6 TOPS) or Hailo-8L (13 TOPS) |
|---|---|
| Camera | 1080p low-light with IR illumination |
| Sensors | Temperature (−40 °C to +85 °C) · Humidity · Shock / 3-axis accelerometer · Door contact / light sensor · External probe input (optional) |
| Connectivity | LTE Cat-M / Cat-1 · Wi-Fi · GPS / GNSS · Bluetooth LE (probes) |
| Power | < 5 W active; battery (weeks in sensor mode) or 12–24 V vehicle power |
| Enclosure | Rugged white polycarbonate housing with display, wall and magnetic mounts |
| Dimensions | 12 × 10 × 6 cm |
| Weight | ~420 g |
| Ingress rating | IP65 |
| Temperature range | −40 °C to +85 °C |
|---|---|
| Temperature accuracy | ±0.3 °C (target) |
| Humidity | 0–100% RH |
| Shock | 3-axis, ±16 g |
| Door | Contact and light sensing |
| Camera | 1080p low-light with IR |
|---|---|
| Processor | K230D (6 TOPS) / Hailo-8L |
| AI | Anomaly detection, forecasting, image classification |
| Processing | On-device; summaries to cloud |
| Cellular | LTE Cat-M / Cat-1 |
|---|---|
| Other | Wi-Fi, BLE, GPS |
| Offline buffer | Up to 90 days of readings |
| Logging interval | 30 s – 15 min |
| Power | < 5 W (battery mode) |
|---|---|
| Battery life | Weeks in sensor mode (target) |
| Size | 12 × 10 × 6 cm |
| Rating | IP65 |
Built with
Proven, off-the-shelf components our prototypes are built on. Final production parts may differ.

Compact camera module
Built-in camera for our own devices
Photo: the Raspberry Pi Foundation,CC BY-SA 4.0, via Wikimedia Commons · AI overlay added

Temperature and humidity sensor
Measures air temperature and moisture
Photo: Ubahnverleih,CC0, via Wikimedia Commons · AI overlay added

Digital temperature probe
Accurate product and cold-room temperature
Photo: SparkFun Electronics,CC BY 2.0, via Wikimedia Commons · AI overlay added

Impact sensor (accelerometer)
Detects hits, shocks and vibration
Photo: SparkFun,CC BY 2.0, via Wikimedia Commons · AI overlay added

Wi-Fi and Bluetooth module
Connects sensors to the app
Photo: Brian Krent,CC BY-SA 4.0, via Wikimedia Commons · AI overlay added

Lithium-ion battery cells
Hours of cable-free power
Photo: Sevenethics,CC0, via Wikimedia Commons · AI overlay added
Reference photos of commercially available components. IEMI Labs is not affiliated with or endorsed by their manufacturers. Photo credits
Planned contents
The ColdChain dashboard shows every asset's live temperature, location and status on a map, with alerts, history and one-click compliance reports.
Hardware: $199–$499 per kit (free on 12-month restaurant plans)
Software: $49–$149 per month per site
Subscription includes cellular data on the planned global IoT SIM. Fleet pricing available for 10+ units.
$199 kit + $49/mo
For restaurants, fridges and cold rooms.
$499 + $99/mo
For refrigerated vans and containers.
$499 + $149/mo
For pharmacies, clinics and vaccine storage.
Indicative launch pricing in USD, excluding taxes and shipping. Final pricing is confirmed before any balance is charged.
Illustrative estimates based on internal modelling and typical deployments; not measured results. Actual outcomes depend on site conditions and usage.
Target milestones. We will email reservation holders and pilot partners as they change.
Q4 2026
Reservations open; sensor and camera prototype in cold-room testing
Q1 2027
Anomaly and forecasting models trained on fleet and cold-room data
Q2 2027
EVT / DVT builds; −40 °C, IP65, shock and battery-life validation
Q3 2027
First shipments; carrier certification and calibration certificates planned
Q4 2027
Reusable shipment-level tracker variant planned
Questions
Volume orders, clubs and institutions, integrations or anything else. We reply within two business days.
A member of the IEMI Labs team will reply within two business days.
Yes. The $49 deposit is fully refundable any time before your unit ships — email [email protected] or use the refund link in your confirmation email. It is credited in full against the purchase price, and reserving creates no obligation to buy. Payments are processed securely by Stripe.
Yes. Sensor analysis and image classification run on the device. Only readings, events and occasional snapshots are sent to the dashboard; continuous video is never uploaded.
Over LTE Cat-M / Cat-1 with GPS, using a planned global IoT SIM included in the subscription. In cold rooms it can use Wi-Fi. If coverage drops, readings are buffered and uploaded later.
The target is several weeks in sensor-only mode with periodic snapshots. Continuous camera use or hard-wired vehicle power is recommended for long-haul transport.
Attach it with magnets or screws inside the trailer, container or cold room, fit the door sensor, and activate it in the app. No wiring is needed for battery operation.
ColdChain Guard AI is in development. Specifications shown are target specifications and may change as we complete engineering validation. We are targeting a Q3 2027 ship window and will email reservation holders with every major milestone.
We are planning a 2-year limited hardware warranty covering manufacturing defects, with advance replacement for pilot and business customers. Final warranty terms will be published before shipping begins.
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