Purpose
Routine QC capture is often more fragmented and error-prone than it should be, especially when instrument setup and logging live in separate habits or systems.
Project · prototype
A lightweight QC logging interface centered on QR-assisted setup, local logging, and fast instrument quality-control capture.
Routine QC capture is often more fragmented and error-prone than it should be, especially when instrument setup and logging live in separate habits or systems.
Designer and engineer
prototype
QR-QC points toward a practical lab-adjacent interface pattern: faster capture, clearer recurrence, and fewer missed routine checks.
Implementation
The prototype combines manual QC entry, QR-code generation, scan-driven logging, dashboard views, and export workflows in a compact browser interface.
QR-QC starts as a small browser-side logging utility rather than a large lab platform. What matters here is the pattern: QR-assisted setup, faster routine capture, and repeatable local records that cut friction out of QC work.