Digital Signage with Audience AI
Digital Signage with Audience AI: a project by Alexander Frings (2026), in the Applied AI family.
Digital signage that reacts to who is looking at it. On the screen's own hardware, a vision model estimates presence, attention (where the person is looking) and audience profile, and a rules engine changes the content live; the log is local and anonymous. A CRTIC project: research closed, MVP scope defined and data contract agreed, with privacy as a design constraint from day one.

Project file
- Year
- 2026
- Family
- Applied AI
- Author
- Alexander Frings, Design Engineer with an MSc in Innovation and Design
- Map
- Tool, on the physical side
Technologies and topics
- Visión artificial
- Edge
- Jetson
- Señalética digital
- Privacidad
- Retail
- CRTIC
Related service
- Custom software and apps: A need that no existing tool covers well.
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