GENERATIVE AI PRODUCT
Incredible Me.
Personalized children's books generated with AI
A closer look at Incredible Me.
02 ORIGINAL VISUALS
Every page keeps its prompt and trace. The quality check flags pages where the face may still resemble the template, so a person reviews them before printing.
One story page, personalized for different children. The scene, style and secondary characters stay fixed while the main child changes.
Uploads that define who the main character is.
Same child, every page, from a probabilistic model.
A personalized book only works if the child looks like the same child on every page. Image models are probabilistic: a face can drift back to the template, a mask can come back empty, and a page can fail without saying so.
A reference first, then every page against it.
Parents upload photos, the system generates character references and the parent chooses one. Every page is then personalized with Gemini 3.1 Flash Image against that reference, double-page spreads are refined with both pages visible to the model, and a cover and a print-ready PDF close the book. An editorial manager controls books, styles, characters and locations, and every generation keeps its prompt and trace.
Plan for the model to fail.
I designed for the model to fail instead of assuming it would succeed. When model segmentation fails, a fallback chain locates the child, cuts a mask with OpenCV GrabCut and widens it if it comes back clipped. A local quality check reviews each page and retries automatically, using the failed image as a negative reference. Whatever still looks wrong is flagged for human review instead of being shipped.
In production, and honest about its doubts.
In production with users, built at Soluntech. Generation stays probabilistic, so the product surfaces its own doubtful pages, like the two flagged for review in the screenshot, rather than claiming perfect output.
The Incredible Me architecture documentation and the production demo account. Code and internal links stay private. This page summarizes what those documents show.