Why we don't train AI on your photos

Fika does not run artificial intelligence or machine learning on your photos. We don’t scan faces. We don’t automatically tag or classify the people in your pictures. And nothing you upload is used to train an AI model - ours or anyone else’s.

In 2026 that makes us an outlier, so this page explains the reasoning. It’s a deliberate product decision, not a feature we haven’t gotten to.

What we don’t do

• No facial recognition. Fika never builds a representation of anyone in your photos, adult or child.
• No automatic tagging or content analysis. Nothing scans your photos to decide what, or who, is in them.
• No training, no sharing for training. Your photos and your personal data are never used to train models, and never handed to a third party for that purpose.
• No algorithmic feed. Nothing ranks or resurfaces your memories based on engagement predictions. Collections stay in the order your group gave them.

This isn’t buried in a settings toggle, and it isn’t a temporary stance while we build the features. It’s how Fika works, stated in our privacy documentation.

What about spotting duplicates?

Fika can notice when two photos are the same picture, to help a group clean up duplicate copies and to stop a removed photo from being uploaded again. That’s worth being precise about, because it is not the AI above.

It works from a fingerprint: a short code that summarizes what an image looks like overall, produced by fixed mathematical formulas (a checksum for exact copies, a Discrete Cosine Transform for look-alikes). Comparing two fingerprints answers one narrow question, “do these look like the same picture?”, and nothing more. It doesn’t recognize faces, identify who is in a photo, label what a photo is of, or feed any model. It’s the difference between noticing two documents have the same shape and reading what they say. Fika does the first, never the second.

Why we made this choice

Because of whose photos these are. Fika hosts the photos of sports teams, scout troops, camps, youth groups, and families. That means kids, at practice, at campouts, growing up across seasons of collections. Families share those photos with their group; they did not agree to enroll their children in a face database or a training corpus. With that particular trust, we think the only defensible amount of AI is none. More on this in is it safe to share kids’ photos online?

Because our business doesn’t need it. Fika’s model is deliberately boring: your group’s owner pays for storage, and that’s the whole business. We don’t sell advertising, so we have no advertising machine to feed. Companies harvest data when their revenue depends on it. Ours doesn’t, so we don’t.

Because the product is better for it. Fika’s job is to be a calm place where your group’s memories live the way your group arranged them. Collections made and named by people, photos in the order they happened, and nothing deciding for you what matters. We’d rather do that few-things-well than bolt on whatever the latest model makes possible.

What we do instead

The useful things AI photo features promise, finding things later and keeping things organized, have older, quieter solutions: collections named by your group, tags and search, starred favorites, and structure that mirrors how the group actually thinks (“Week 3: Lake Day,” “Game 6 vs. Falcons”). It turns out a group organizing its own memories is not a problem in need of a model.

Questions worth asking any photo service

If you’re evaluating where your group’s photos should live, ask these directly:

1. Do you run facial recognition on uploaded photos?
2. Are uploads used to train machine learning models, by you or by partners?
3. Can I find the answer to the first two questions in writing?
4. What’s the business model, and does it depend on analyzing my photos or my behavior?

Our answers are no, no, yes, and storage subscriptions. If another service’s answers are hard to find, assume that’s not an accident.

The short version

Your group’s photos are for your group. Not for a model, not for an advertiser, not for us. That’s the deal, in plain words, and it’s the deal that lets a troop leader or a team parent recommend Fika to thirty families without a caveat.