How does the Cloud receive data?

IoT Pixels send encrypted and authenticated over-the-air packets. The Wiliot Cloud handles decryption, authentication, access control, and smart-sensor processing to produce subscribable insights and events.

What event types are available?

The Wiliot Cloud supports Reports, Alerts, and Exceptions.

What is the event latency?

Event latency options include near real-time (seconds), continuous (minutes), and snapshot (hours).

What interfaces are offered?

Interfaces include REST and pub/sub.

What Is the Wiliot Physical
AI Platform?

The Wiliot Physical AI platform is where raw sensing data transmitted by battery-free IoT Pixels is received, processed, and transformed into the real-time alerts, inventory insights, compliance records, and integration-ready data that supply chain operators act on.

While IoT Pixels generate the low-level sensing signals and the Network Infrastructure collects and forwards them, the actual intelligence — event detection, anomaly identification, inventory state calculation, temperature excursion alerts — happens in the platform. Purpose-built AI and ML models process data continuously, learn and adapt over time, and surface the specific insights that drive automated, responsive supply chain operations.

The Wiliot Physical AI platform is an integral and inseparable component of Wiliot’s offering. IoT Pixels and the Wiliot Physical AI platform are tightly integrated for security, functionality, and performance — they cannot operate independently.

What the Wiliot Physical AI
Platform Processes

Every IoT Pixel transmission is encrypted and authenticated before being sent over the air. The Wiliot Physical AI platform handles decryption, authentication, access control, and smart-sensor processing — ensuring that data is secure, private, and authentic from the moment it is generated to the moment it is acted upon.

The cloud-based AI and ML models translate raw sensor signals into physical-world events: a temperature change, a product movement, an inventory discrepancy, a dwell-time threshold crossed. These models continuously learn from new data, improving detection accuracy and event recognition over time.

Core Services

Serialization

Globally unique identity for every tagged product, with support for GS1-based notation and metadata including Stock Keeping Unit (SKU). The foundation for item-level traceability and digital product passports.

Security

End-to-end privacy, confidentiality, access control, and authenticity for both identity data and sensing data. Every transmission is encrypted, authenticated, and access-controlled from IoT Pixel to enterprise system.

Real-Time Event Processing

Continuous detection of inventory changes, temperature excursions, handling conditions, and workflow exceptions — delivered as reports, alerts, and exceptions in near real-time (seconds), continuous (minutes), or snapshot (hours) cadences.

Network Management

Manages the entire Bluetooth infrastructure network — device topology, location assignments, connection status, power profiles, and configurations — from a single cloud interface.

Analytics & Dashboards

Real-time dashboards and configurable analytics that surface inventory status, condition data, operational performance, and exception trends across the supply chain network.

AI Intelligence Layer

Interprets real-time signals from every tagged item — identifying patterns, detecting anomalies, and surfacing actionable insights. Non-technical users can build no-code data applications and interact with them conversationally to analyze performance and troubleshoot issues in real time.

Integration

Flexible cloud-to-cloud (C2C) integration with existing ERP, WMS, TMS, and food safety platforms via REST and pub/sub interfaces. SDK and open APIs available for custom application development.

Event Types and Latency

Event Families

Identification, Temperature, Location, Proximity, Humidity, and Light.

Event Types

Reports (scheduled summaries), Alerts (threshold-triggered notifications), Exceptions (anomaly detections requiring action).

Near Real-Time

Seconds latency — for time-critical events such as temperature excursions, mis-shipment detection, and dock-door load errors.

Continuous

Minutes latency — for ongoing inventory state updates, asset location tracking, and condition monitoring.

Snapshot

Hours latency — for scheduled reporting, compliance summaries, and operational analytics.

The Data Advantage

Traditional supply chain tracking systems generate data only at scan points — barcodes read at dock doors, RFID portals at facility entries, manual counts at scheduled intervals. Between those points, visibility disappears. The Wiliot Physical AI platform processes data generated continuously by IoT Pixels across every defined area and transit route — delivering 100× more asset-level data than RFID or barcode systems.

This data density is what enables genuinely automated supply chain intelligence: not just knowing where something was at the last scan, but knowing where it is right now, what condition it is in, and whether anything requires immediate attention. The Wiliot Physical AI platform turns that continuous data stream into the operational decisions, automated workflows, and AI-ready data that leading retailers, distributors, and logistics operators depend on.

Part of the Wiliot Offering

The Wiliot Physical AI platform works as part of Wiliot’s integrated three-component approach. IoT Pixels generate continuous sensing data. The Network Infrastructure energizes those Pixels and forwards their data. The Wiliot Physical AI platform applies purpose-built AI and ML models to transform that stream into real-time intelligence — and pushes actionable insights and integration-ready data into the enterprise systems that run supply chain operations.

IoT Pixels

Battery-free Bluetooth sensors that attach to items and transmit location, temperature, and movement data continuously by harvesting ambient radio energy.

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Network Infrastructure

Off-the-shelf bridges and gateways that energize IoT Pixels and relay their data securely to the Wiliot Physical AI platform — deployable in facilities, trailers, and across the supply chain.

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Real-time asset intelligence, network management, and data connections all in one place

Wiliot Cloud

Q: What is the Wiliot Cloud?

The Wiliot Cloud transforms raw sensory data into actionable insights using machine learning algorithms that learn and adapt over time. While IoT Pixels produce low-level data, sensing and analysis are performed in the cloud.

Q: Can IoT Pixels work without the Cloud?

No. The Wiliot Cloud is an integral part of the solution. IoT Pixels and the Cloud are tightly integrated for design, business, security, and functionality reasons and cannot be used independently.

Q: What services are included?

Services include Serialization (global unique identity with GS1-based notation and meta-data like SKU), Security (privacy, confidentiality, access control, authenticity), and Application-Focused Events (compliance monitoring, sensor tracking, inventory counting).

Q: What event families are supported?

Current event core families include Identification, Temperature, and Location. Coming soon: Proximity, Humidity, and Light.

Q: What are IoT Pixels?

IoT Pixels are low-cost, battery-free Bluetooth sensors that attach to items and harvest energy from ambient radio signals to transmit data such as location, temperature, and movement.

Q: How does the network infrastructure work?

Off-the-shelf bridges and gateways (hubs) wake up nearby IoT Pixels using radio signals, receive their data, and forward it securely to the Wiliot Cloud.

What is the Wiliot Cloud?

The Wiliot Cloud transforms raw sensory data into powerful insights and endless opportunities for application development, using machine learning-based algorithms that learn and adapt over time, so you can transform your supply chain one product at a time.

While the Wiliot IoT Pixels produce the low-level, raw sensory data, the actual sensing and analysis are performed in the Wiliot Cloud.

The cloud-based machine learning algorithm translates raw sensory information into the corresponding physical domains; for example, temperature change, and pick-up/movement. These programs are continually learning and improving over time to recognize trends, events and exceptions.

How Does the Wiliot Cloud Receive Information?

Wiliot IoT Pixels send encrypted and authenticated packets over the air while the cloud provides decryption, authentication, access control and smart-sensor processing. The Wiliot Cloud ensures that data remains secure, private and authentic, and generates actionable information in the form of subscribable insights and events applications.

Can I Use IoT Pixels Without The Wiliot Cloud?

No. The Wiliot Cloud is an integral element of the Wiliot solution. IoT Pixels and the Wiliot Cloud are tightly integrated for design, business, security, and functionality reasons. They cannot be used independently.

Wiliot Cloud

Services

Serialization

Global unique identity for products, with support for GS1-based notation and meta-data information like Stock Keeping Unit (SKU)

Security

Privacy, confidentiality, access control and authenticity of identity data and sensing data

Application Focused Events

Compliance monitoring, sensor tracking, inventory counting

Event Core Families

Identification, Temperature, and Location - Coming Soon: Proximity, Humidity, and Light

Type of Events

Reports, Alerts, Exceptions

Latency for Events

Near real-time (seconds), continuous (minutes), snapshot (hours)

Interface

REST and pub/sub

WILIOT INTELLIGENCE PLATFORM

Learn about other components of the Wiliot Intelligence Platform

IoT Pixels

At the heart of the Wiliot Intelligence Platform are IoT Pixels. Low-cost, battery-free Bluetooth sensors attach to items and harvest energy from ambient radio signals to transmit data — such as location, temperature, and movement.

Learn More

Network Infrastructure

Off-the-shelf bridges and gateways (hubs), which are quick to deploy, wake up nearby IoT Pixels using radio signals, receive their data, and forward it securely to the Wiliot Cloud.

Learn More

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What Is the Wiliot Physical AI Platform?

What the Wiliot Physical AI Platform Processes

Core Services

Serialization

Security

Real-Time Event Processing

Network Management

Analytics & Dashboards

AI Intelligence Layer

Integration

Event Types and Latency

Event Families

Event Types

Near Real-Time

Continuous

Snapshot

The Data Advantage

Part of the Wiliot Offering

IoT Pixels

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Step into the future of supply chain visibility

Wiliot Cloud

What is the Wiliot Cloud?

How Does the Wiliot Cloud Receive Information?

Can I Use IoT Pixels Without The Wiliot Cloud?

Services

Serialization

Security

Application Focused Events

Event Core Families

Type of Events

Latency for Events

Interface

Learn about other components of the Wiliot Intelligence Platform

IoT Pixels

Network Infrastructure

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Step into the future of supply chain visibility

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What Is the Wiliot Physical
AI Platform?

What the Wiliot Physical AI
Platform Processes