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Client deploymentEmergency medicine

Case study / Aug 4, 2025

On-site information, fully grasped in 5 seconds

At emergency scenes, gathering necessary information from monitor screens and various documents took time, making it difficult to keep up with situations that demanded a rapid response.

Illustration depicting a response that can't keep up at an emergency scene

Project overview

Challenge

At emergency scenes, gathering necessary information from monitor screens and various documents took time, making it difficult to keep up with situations that demanded a rapid response.

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Approach

By combining VLM and OCR technology, the necessary information is automatically extracted from a wide variety of documents and monitor screens within 5 seconds.

Learn more about Approach

Challenge

At emergency scenes, gathering necessary information from monitor screens and various documents took time, making it difficult to keep up with situations that demanded a rapid response.

Approach

By combining VLM and OCR technology, the necessary information is automatically extracted from a wide variety of documents and monitor screens within 5 seconds.

Because the extracted information is output in structured form, it integrates smoothly with downstream processing, achieving processing speeds 36 times faster than before.

Illustration of information being extracted from a monitor screen

Outcomes

Greatly reduced the time needed to gather information, easing the burden on on-site staff.

Enabled quicker situational awareness, contributing to faster emergency response overall.

Illustration depicting reduced burden on medical staff
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