Would you trust an algorithm
with a diagnosis?

Franklin search home on a tablet, between two more Franklin screens, with a classification card, case details search, gene mutations panel and the mascot app icon
Summary

Franklin by QIAGEN helps geneticists, clinicians and labs classify genetic variants. I joined before launch as the only designer and built the product and the brand from a blank page. It is now used by 4,000+ organizations in 95 countries, and the company was acquired by QIAGEN.

Before Franklin, classifying one genetic variant meant fitting it, rule by rule, to a table of 28 criteria. My job was to make an algorithm do that work, and make people trust it.

01

Onboarding with no onboarding

Anyone can search a variant for free, with no account. The result is complete on its own, and a quiet prompt invites case details. Open the same variant inside a case and the screen fills with context.

Franklin search home
Free variant page
The same variant inside a case
02

Answer first, evidence one click deeper

The Benign-to-Pathogenic bar became Franklin's signature, distinctive enough that competitors copied it. Every met criterion opens into its evidence, down to the raw data.

ACMG classification with evidence cards
03

A table nobody should fill in by hand

Reviewers worked through the ACMG/AMP criteria one rule at a time. Franklin applies the rules and suggests a classification, so the reviewer starts from an answer.

Franklin's computed ACMG classification
The ACMG/AMP criteria table
BeforeWith Franklin
04

Room to disagree

A reviewer can change any rule, add evidence only they know, or pick the classification by hand. Conflicts with their own organization or the community are flagged, never hidden.

Rule override panel
Variant assessment with community feed
05

Four very different people, one screen

Lab directors want speed, geneticists want evidence and control, physicians want a clear answer, and patients want plain language. Every user I talked to worked differently, so the structure had to hold all of them.

Lab directors
Geneticists and counselors
Physicians and researchers
Patients
06

A friendly face for a serious tool

Franklin's mascot is a red panda painted blue, named after Rosalind Franklin, whose X-ray images helped reveal the structure of DNA. A professional illustrator drew the original character; I art-directed it and designed the versions Franklin uses today. At conferences, people walk up to the booth because they recognize it.

Franklin conference booth
Franklin mascot holding a book and a pointer
Netherlands edition with tulips
Germany edition with a pretzel
Nordic edition in a Viking helmet
China edition in a panda hood
Japan edition in a samurai helmet
07

What it led to

People who used the free tool asked their own labs to buy the full platform. The company grew and was acquired by QIAGEN, and I still lead design there.

4,000+organizations, including Mayo Clinic and Regeneron
95countries
Acquiredby QIAGEN
What I learned

Trust comes from showing your reasoning and letting people disagree with it.

Related work

Let's talk about what you're building.

itsikbi1@gmail.com LinkedIn ↗