System Overview

Build powerful edge AI sensing solutions with AITRIOS™. From system configuration with AITRIOS compatible devices to app development and deployment with AITRIOS services.

System Configuration

This diagram illustrates the interaction between AITRIOS and its components. Console provides a platform for AI model development, deployment, and management on AITRIOS-compatible Edge Devices. Data generated by the devices can be monitored on the Console or the customer tenant. Developers can utilize the SDK to create custom edge applications, AI models, and solutions that are compatible with AITRIOS and deployable to customer tenants.

A system overview diagram showing subcomponents and the communications between AITRIOS Console, an edge AI device, and customer tenants.

Component

Description

Component

Console

Description

A web application that provides various functions for Edge Devices. Use the web UI, or control Console using the REST API or SDK. Console includes functions to:

  • Deploy AI models and vision applications to Edge Devices
  • Retrain AI models
  • Fetch inferred metadata and captured images
  • Manage and monitor Edge Devices

Component

Edge Device

Description

An Edge Device equipped with an intelligent vision sensor from Sony Semiconductor Solutions Corporation. Purchase your Edge Device from the AITRIOS website.

Component

AI Model

Description

The AI model is processed on the Edge Device. From developing AI models to training and deploying them to Edge Devices, all development steps can be done using Console or the Vision and Sensing Application SDK.

Component

Edge Application

Description

An edge applications is deployed to Edge Devices and facilitates data formatting, filtering, and processing of time-series data generated by AI models. The application can be developed with the Vision and Sensing Application SDK. 

Component

Solution

Description

The data output from Edge Devices can be used to develop various solutions. You can find example solutions here.

AITRIOS Services

The following diagram describes the connections between AITRIOS services. Services developed in Console, SDK, and AI Model Trainer are deployed to Edge Devices through Console. Cloud applications can be deployed directly to customer tenants. The processing capabilities of each service is described below.

The relationship between services available in AITRIOS

Service

Description

Service

Develop Edge Application

Description

Edge aplications can be used to format and filter AI model output data, and process time series data. Develop your own edge applications using the Vision and Sensing Application SDK.

Service

Develop Cloud Application

Description

The output of Edge Devices can be used for a range of applications, such as visualization and analysis tools. Develop your own applications using the Cloud SDK.

Service

Annotation

Description

Use the provided annotation tools to tag training images on Console or using the Vision and Sensing Application SDK.

Service

Training

Description

Train your AI model by using Console and the Vision and Sensing Application SDK.

Service

Quantization

Description

Quantize your AI model with Console and the Vision and Sensing Application SDK.

Service

Device Management

Description

Console enables comprehensive management of Edge Devices, including firmware management, execution and stoppage of inference, scheduling, and other device management functions. Easily maintain, monitor, and control your Edge Devices for optimal performance.

Service

Deployment

Description

Deploy AI models and edge applications to your Edge Devices on Console.

Service

Conversion

Description

Use Console to convert quantized AI models into a format that can be deployed to Edge Devices. Both models created within Console and imported models can be converted.

Explore AITRIOS Compatible Hardware

Bring your edge AI vision to life with a range of hardware options. Choose from wired or wireless models, designed to seamlessly fit into your unique operating environment and application needs.

The hardware lineup will be regularly expanded.

AIH-IVRW2 device
SZP123S-001 device

Edition Comparison

Console Developer Edition

In the Console Developer Edition for AI and Solution Developers your tenant Solution Application (including on-premise solutions) communicate with the Edge devices via the AITRIOS Sony Azure tenant.

Click below to purchase.

AITRIOS | Portal

Console Enterprise Edition

In the Console Enterprise Edition for Enterprise customers and Solution Integrators your Azure Tenant in the AITRIOS Solution Application cloud communicate directly with the Edge devices.

Click below to purchase.

Azure Marketplace

*AITRIOS and AITRIOS logos are the registered trademarks or trademarks of Sony Group Corporation or its affiliated companies.