Clinical hardware · Cloud vision
Signal from every vial label
Purpose-built capture under controlled conditions, plus a fleet-ready pipeline that turns label images into structured, searchable records—not ad-hoc phone photos in unpredictable light.
MVP stage: end-to-end scanning, extraction, and operator dashboard in active use.
Why control the capture
Thin margin
Clear labels on clear glass sit on a knife-edge between usable signal and noise. Leaving lighting, angle, and distance uncontrolled makes reliable OCR and field extraction far harder.
Edge + cloud
A dedicated device stabilizes the environment; the cloud runs the heavy vision work and keeps a single source of truth for your organization’s scans and product context.
Fleet-shaped
Built for multiple units per site, centralized telemetry, and isolation between organizations—so operations can scale without turning into a folder of images.
Contact
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