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Seeing Machines Unveils 3D Cabin Mapping Platform at CES 2026

Story Highlights
  • Seeing Machines launched a 3D Cabin Perception Mapping platform at CES, offering real-time, unified digital reconstruction of vehicle interiors for multiple cameras, occupants and safety features.
  • The new architecture replaces feature-specific pipelines with a scalable 3D model, cutting development costs and enabling flexible safety and UX capabilities across automotive and future human–machine interaction markets.
  • Looking for the best stocks to buy? Follow the recommendations of top-performing analysts.
Seeing Machines Unveils 3D Cabin Mapping Platform at CES 2026

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An update from Seeing Machines ( (GB:SEE) ) is now available.

Seeing Machines has unveiled a next-generation 3D Cabin Perception Mapping platform at CES 2026, delivering real-time, comprehensive digital reconstruction of vehicle interiors from a single high-trust perception layer that supports multiple cameras, occupants and safety features. By replacing traditional feature-specific pipelines with a unified 3D interior model, the new architecture promises higher accuracy, consistency and scalability, cutting development cost and time to market for automakers while enabling flexible deployment and expansion of safety and user experience functions; the technology is also positioned for future use in robotics and broader human–machine interaction environments, reinforcing the company’s push to underpin intelligent, human-centred mobility. Key capabilities demonstrated included multi-row, multi-occupant tracking with full 3D body pose, out-of-position and child-seat detection, seat configuration monitoring and random object detection across the cabin.

The most recent analyst rating on (GB:SEE) stock is a Hold with a £5.00 price target. To see the full list of analyst forecasts on Seeing Machines stock, see the GB:SEE Stock Forecast page.

Spark’s Take on GB:SEE Stock

According to Spark, TipRanks’ AI Analyst, GB:SEE is a Neutral.

The score is held back primarily by weak profitability and fragile cash flow despite strong revenue growth. Technicals are supportive with a clear uptrend, but momentum is overheated. Earnings-call guidance is constructive on regulation-driven demand and cost reductions, yet recent revenue declines and sales/RFQ delays keep execution risk elevated.

To see Spark’s full report on GB:SEE stock, click here.

More about Seeing Machines

Seeing Machines, founded in 2000 and headquartered in Australia, is a global leader in vision-based monitoring technology that enables machines to see, understand and assist people. Its AI-driven portfolio includes algorithms, embedded processing and optics that deliver real-time understanding of driver behaviour, from gaze tracking to cognitive state as it relates to accident risk. The company develops Driver and Occupant Monitoring Systems (DMS/OMS) to enhance safety across automotive, commercial fleet, off-road and aviation markets, supplying technology solutions and services to major industry players worldwide.

Average Trading Volume: 13,939,138

Technical Sentiment Signal: Buy

Current Market Cap: £277.9M

Learn more about SEE stock on TipRanks’ Stock Analysis page.

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