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Case Study

Chromacare App Turns a Phone Camera Into a Quantitative Ferritin Reader

Published September 10, 2026
  • Healthcare
  • Mobile App
  • React Native
Chromacare App Turns a Phone Camera Into a Quantitative Ferritin Reader

Client

Chromacare Labs

Tech Stack

  • React Native
  • Shopify
  • RAW Image Capture
  • Colour Calibration Pipeline

Overview

Turning an at-home test into a measurable result

Chromacare Labs set out to make ferritin testing possible in ten minutes at a kitchen table. Its lateral-flow assay develops a coloured line from a single drop of blood, but that line needs a reliable way to become a number. 247 Labs architected, designed and developed the Chromacare App for iOS and Android. The app guides each step of the test, captures the developed cassette under controlled settings, calibrates the image against a printed reference card and returns a quantitative ferritin measurement.

The Challenge

Making colour consistent across unknown conditions

Consumer cameras automatically adjust exposure and white balance, so identical cassettes can look different under different phones and lighting. On a colourimetric assay, that variation can resemble a difference in a patient’s blood. Chromacare needed a reader that could control capture, normalize each image and extract a defensible signal without dedicated hardware. The product also had to follow a regulated test protocol, including timing gates, guided instructions, clear failure states and a usable results history.

The Solution

Building a calibrated signal pipeline around the phone camera

When the test timer completes, the app takes over capture with fixed shutter speed and ISO, explicit focus and white-balance handling, and a maximum-fidelity RAW image. Fiducial markers on the printed card let the pipeline locate greyscale and colour swatches, normalize the frame and isolate the test window. It samples the control and test lines against their local backgrounds, calculates a corrected T/C ratio, and reports replicate variation. Invalid frames produce clear instructions instead of a misleading result.

Areas of Impact

Replacing a dedicated reader with a guided mobile experience

  • Hardware replaced by software. A phone camera and printed colour card stand in for a dedicated assay reader.
  • Quantitative output. The app returns a ferritin measurement rather than a line users must interpret.
  • Consistent capture. Fixed-parameter RAW capture and per-frame calibration improve comparability across phones and rooms.
  • Actionable history. Stored readings help users and healthcare providers follow ferritin over time.

Results

What the Chromacare App Delivers

10 minutes

Finger prick to on-screen result

2 platforms

iOS and Android

1 printed colour card

Replaces a dedicated hardware reader

247 Labs delivered a web platform that not only looked exceptional but performed exactly the way our data models required. They took the time to understand the analytical demands behind the front end and built something that genuinely supports how we work.

Malak Ahmad — Data Analyst, Deloitte

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