We are aiming to put Octui into the hands of our first friends-and-family testers in late November 2026. It will be a private early beta, not the finished app. The goal isn't to check every box on our wish list. It's to learn whether the core experience helps real people make sense of real photo collections.
Octui already has working pieces: projects, photo importing, chronology tools, manual arranging, and early analysis. Between now and the first beta, our job is to make those pieces dependable and start connecting them into something genuinely useful.
Priority one: make the basics feel solid
Our first objective is reliability. Testers should be able to start a project, import a meaningful batch of photos, see what's happening, leave and return, and trust that their progress hasn't vanished.
- Clearer importing: dependable multi-photo selection, visible progress, and better handling of interruptions or import errors.
- Projects that are easy to navigate: find photos, return to an existing project, and understand where everything lives.
- More useful chronology: review missing or questionable dates and see photos in a sensible order.
- Smoother arranging: move images into a custom sequence without confusing glitches.
- Safer duplicate review: surface likely matches without deleting anything automatically.
Priority two: take a meaningful step toward people organization
This is the area we're most eager to improve. We've made progress on the foundation for detecting faces, but we want the beta to begin helping people group photos of the same person rather than leaving every photo to be handled individually.
We're exploring recognition models and the review tools needed to make those suggestions useful. The hoped-for experience is simple: Octui proposes a group of faces, and the user can confirm or correct it. Whether that experience reaches the first beta will depend on how accurate and dependable the technology becomes during testing.
What about ages and events?
Age estimation and grouping photos from the same event are both important parts of our vision. We'd love to make early progress on them before beta, but we're treating them as stretch goals, not promises. If a feature isn't accurate enough to be helpful, we'd rather keep working on it than pretend it's ready.
The bigger dream is to ask Octui something like, “Show me Grandma at Christmas, in chronological order,” and have it understand what you mean. That's where we're heading—not something we're announcing for this first beta.
What the first testers can expect
We're planning a small, invited group of friends and family. They'll try the app with their own collections and tell us where they get confused, what feels satisfying, and what they wish worked better. Our development testing has primarily been on Android; iPhone readiness is a separate hurdle, so we won't promise availability on both platforms until we've verified it.
There may be rough edges. Buttons may move, workflows may change, and some features may still be missing. That's the point of an early beta: to discover those problems before asking a much larger audience to trust the app with their memories.
How we'll know it's working
Success would mean a tester can bring in a batch of photos, find them again, improve their order, make sense of possible duplicates, and feel confident that nothing important was lost. If people organization is ready for testing, we'll pay especially close attention to false matches and how easy corrections are.
After that, we'll use what we learn to improve Octui for the next group of testers. The long-term vision includes much more—smarter people and event understanding, age-aware browsing, natural-language search, and richer ways to revisit memories—but first we want to get the foundation right.
Want to follow the journey? You can join the early-access list for updates as we get closer to beta. For a snapshot of where we stand right now, read what Octui can do today.