Beyond Compliance: How Agentic AI Could Unlock the Next Generation of Occupant Monitoring

Occupant Monitoring Systems (OMS) are evolving from regulatory necessities into intelligent platforms capable of understanding occupants, context and intent.

As legal requirements and Euro NCAP establish the baseline for safety, the next wave of innovation lies in using the same sensing infrastructure to enable proactive safety, personalised assistance, comfort and more natural human-vehicle interaction. We spoke with Dr. Frederik Diederichs, Head of Perceptual User Interfaces Group at Fraunhofer IOSB, about how agentic AI, multimodal sensing and rapid prototyping tools such as AktiMeter are helping the industry explore what comes next for intelligent in-cabin systems.

Sara’s Top Takeaways: What We Learned at InCabin USA 2026

Sara's Top Takeaways What We Learned at InCabin USA 2026

InCabin USA 2026 was so much fun, but of course we had to be productive too. Here’s what “productive” looked like for the attendees, exhibitors, sponsors, and partners who joined us in Detroit.

A special thank you to Tobii, our Founding Partner, for helping us build an event that prioritises a happy, engaged, and collaborative InCabin community. The industry showed up ready to share, challenge, learn, and connect – and the result was three fantastic days of discussion and discovery.

InCabin China 2025: Top 3 Takeaways

China isn’t just iterating on the in‑cabin experience—it’s redefining it. This year’s InCabin China highlighted how quickly OEMs and suppliers are converging safety, AI, and UX into products that feel consumer‑grade, context‑aware and priced to scale. The result is a market that normalises features Western drivers often only see in concept videos. 

InCabin Europe 2025 Press Conference Recap

At InCabin Europe 2025, six premier InCabin partners participated in a joint press conference, unveiling new products and sharing updates on the latest technological advancements. Key topics included new and improved hardware, across both internal and external sensors, as well as developments of safety software, AI enhancements, and the need for real-life testing, aligning with the latest updates in safety requirements for ADAS features.

Seeing Machines to Showcase Rare Live Demo at InCabin Europe 2025

Driver inattention remains one of the toughest safety challenges in automotive. With Euro NCAP’s 2030 protocols set to include cognitive distraction, the industry is being pushed beyond visual detection into broader inattention management. Seeing Machines is leading that shift — and for the first time in years, they’ll showcase their technology live at InCabin Europe 2025. Read the full blog below.

InCabin USA 2025 Press Conference Recap

InCabin USA 2025 Press Conference Recap

At InCabin USA 2025, five leading InCabin USA exhibitors participated in a joint press conference, unveiling new products and sharing updates on their latest technological advancements. Key topics included the development of smaller, more powerful in-car sensors, as well as innovations in alcohol impairment detection technology, aligning with the latest updates in safety requirements for ADAS features.

Read on for a recap of the company presentations during InCabin USA 2025.

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