Is AI Safe for My Child? A Parent's Guide to Scholar's Alley's Privacy Pipeline

It's a fair question, and one we'd ask ourselves: why would you trust an AI app with a photo of your child's actual schoolwork? Names, handwriting, sometimes a school stamp in the corner. So here is exactly what Scholar's Alley does with that photo, in plain language, no marketing gloss.

A worksheet photo you deposit in the Vault goes to what we call the Scout stage. Our AI providers are shown a copy of your photo, turned upright and with its location data removed, but not yet covered: they have to see the page to find the names on it. Scout's job is to look at the full page, map out where the questions and diagrams are, and find anything inside the questions that identifies your child, such as a name, a signature or a school stamp. It covers the ones it finds with a solid block. The page we store has the photo's location and other metadata removed. We normally delete your original, which still carries its location, once the page is saved.

Scout does not catch everything yet, and we would rather tell you than let you assume. It only flags personal details inside the question regions, so a name outside the questions, such as in the page header, is often missed, and a second name inside a question can be missed too. A name it misses stays on the stored page and in the text we extract from it. Our photo privacy step (it covers names and details with a solid block) is also not repeatable: the same page can be partly covered one time and not covered at all the next. Faces are not detected. PDFs are stored as you upload them, are processed in full and are not covered, and the same goes for images uploaded anywhere else in the app, such as in a Tutor's Quill chat. If a page cannot be made safe to store, we keep your original for as long as that page is in your Vault. Once the item is deleted from your Vault, a later clean-up may remove it, and deleting your account removes it.

From there, a Scribe stage transcribes the covered page. It reads the whole page rather than cropped regions, so a name Scout missed is transcribed too. An Architect stage turns that transcription into structured practice questions and explanations. We keep logs of AI requests. Each request is logged with up to 4,000 characters of what we sent and up to 4,000 characters of what came back, and one page can make several requests, so for a Vault page the logs can hold the page's text, including any name we missed. Our staff can read these logs to fix problems. Deleting a Vault item does not remove them, but deleting your account erases that text from them.

This isn't a bolt-on feature — it's the first thing that happens to any photo you deposit in the Vault (images uploaded elsewhere in the app do not go through it). We built it this way because Scholar's Alley is designed for an audience most consumer AI products explicitly avoid: kids under 13. That meant COPPA-compliant consent flows and guardian-managed accounts from day one, not retrofitted later.

Guardian's Gate gives the adult in the family a view of how each child is doing, with their recent quiz and game activity and the concepts they are working on, and lets you manage the account without needing to hover over your child's shoulder. It does not list the photos and documents they upload. If you want more detail than this overview, send us a message and the founder will read it. But the short version is: we treat a photo of your child's homework the way we'd want a company to treat a photo of ours.