Vision AI

Transform visual data into actionable insights

Traditional vision systems promise smarter operations but often fail to deliver at scale. Streaming vast amounts of video to the cloud drives up bandwidth costs, latency prevents true real-time decisions, sensitive data leaving the site raises privacy risks, and piecing together multiple tools from different vendors makes implementation slow and complex.

By processing visual information directly at the edge (where it’s captured) Vision AI turns raw camera feeds into instant, actionable insights without cloud dependency. No delays. No unnecessary data transfer. No privacy compromises.

Our flagship product, SiteFlux—combined with Cumulocity’s advanced IoT platform—can connect with a wide array of different sensors and devices such as smart watches and cameras to provide real-time visibility and actionable insights through a single pane of glass. Cumulocity’s ability to seamlessly integrate with our SiteFlux solution to deliver industry-relevant use cases designed in collaboration with the end customer is powering a new business model based on value-added partnership.

Antonio Antonuccio

Head of Growth

AiFlux

Process vision at the edge

High bandwidth costs

AI models require large volumes of data, and streaming raw video to the cloud is expensive, with every second of video containing as much data as tens of thousands of pages of texts.

Lack of actionable insights at the edge

Without local processing, insights must be sent to the cloud for analysis and then returned, introducing delays. This round-trip latency prevents real-time responses, such as triggering actions on a PLC.

Privacy and security concerns

Sending sensitive visual data offsite increases risk. The more connected, the less secure.

Integration complexity

Stitching together multiple tools slows deployment. Vision AI requires a full ecosystem, not just a sole vendor.

The numbers tell the story

$9 billion

estimated market size for industrial thermal cameras by 2030.

Source: Edge AI+Vision Alliance
11%

share of Industrial AI projects focused on Vision AI, the most out of 48 AI use cases studied.

Source: IoT Analytics
17 months

payback period for typical machine vision projects, 20% faster than Industry 4.0 use cases overall.

Source: IoT Analytics

A complete solution, powered by Cumulocity

Vision AI unified in one platform

With Cumulocity, you get the industry’s only truly unified Vision AI ecosystem—combining intelligent sensors, intuitive AI model creation, edge processing, and enterprise integration under one roof.

Get the thin-edge.io Vision AI plug-in

Get to market faster

Instead of spending months stitching together multiple tools, you can deploy a fully working Vision AI solution in weeks, not months—at a fraction of the integration cost.

Learn more about Cumulocity and Vision AI

Partnership with Sony

Sony’s IMX500 intelligent AI vision sensor, seamlessly integrated with the Cumulocity platform. Together, they bring human-like visual understanding directly to the source of the data, removing the need for bulky infrastructure or complex integrations.

Learn more about Sony’s IMX500

Secure device management across all locations

Safeguard your deployment with state-of-the-art authentication and encryption mechanisms. Easily manage your device credentials and certificates in the UI.