Shares of Robo.ai Inc. (NASDAQ:AIIO) jumped 67% in premarket trading Thursday after the company announced the official launch of NeuroStream, a core technology platform built by its wholly-owned subsidiary Neurovia AI.
NeuroStream is based on a bitmap vectorization algorithm that the company says is designed to support visual data processing for physical artificial intelligence applications. In internal tests cited by the company, a 5.5GB 4K 60fps video file was reduced to 278MB using the platform, a compression of roughly 95% while preserving the original resolution and frame rate.
According to the company, files processed with NeuroStream retain their native formats and do not require specialized decompression software to be accessed. That characteristic is presented as a benefit for operational environments where standard file access is necessary.
Mansoor Ali Khan, Chief Technology Officer of Neurovia AI, said that global unit data storage prices have risen by about fourfold since 2026. The company also cited industry estimates indicating that each terabyte of storage saved can deliver an annual economic benefit of $1,000 to $1,500 to an AI customer.
NeuroStream is intended for deployment on hardware with limited computing resources, including edge sensors, drones, and mobile terminal nodes. The company said the platform can operate independently in disconnected settings to address data compliance requirements in sectors such as aerospace, medical imaging, and energy.
Neurovia AI outlined plans to apply NeuroStream across multiple application areas, naming autonomous driving, robotics, smart cities, industrial AI, and global intelligent networks as initial scenarios for rollout. The company has published comparative case studies on its website to demonstrate platform performance.
Context and implications
The product release and the company's demonstration figures were the proximate trigger for the premarket stock move. NeuroStream is positioned for environments that process large volumes of visual data and where storage and bandwidth constraints are material operational considerations.
Investors and industry participants will likely look to the company to substantiate performance claims beyond the internal testing and to detail real-world deployments in the sectors the firm has highlighted.