Handwriting Insight AI
A doctor’s portrait and a few handwritten lines become a personalised keepsake card of positive traits, with a campaign dashboard behind it.
A field engagement app for a pharma campaign. An employee registers a doctor, adds a portrait and a photo of their handwriting, and AI returns twenty positive, handwriting-style traits with the visible cues behind them. The result becomes a branded card the doctor can download, and a read-only admin workspace tracks participation by date, country and employee.
Client delivery. The product was designed and engineered as studio work for the team that owns it.
In the visit
A portrait and a few handwritten lines.
The employee registers the doctor, crops a portrait and photographs a few lines of the doctor’s handwriting. The app reminds them to use images they have permission to share, and that the result is not a clinical or professional assessment.
- Employee-code sign-in, no password
- Portrait cropper and handwriting upload
- Permission and framing shown before reading
The reading
Positive traits, read from the strokes.
AI looks at visible handwriting traits and returns exactly twenty positive traits, each backed by the cues that informed it. The prompt and output checks keep the reading neutral to positive, so it reads as reflection, not judgement.
- Exactly twenty traits, checked on the server
- Reference cues explain each reading
- Framed for engagement, never assessment
The keepsake
A card worth keeping.
The portrait, traits and a personal message become a branded card rendered on the server, so downloads look the same on every phone. Finished cards are saved to S3, and the doctor can download the JPEG straight away.
- Server-rendered card for reliable mobile downloads
- Card images persisted to S3
- Doctor portraits shown on the employee dashboard
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