See the crossing
Camera views near the opening observe visible objects entering or leaving. The system records a movement only when direction is sufficiently clear.
THE DAY · ALPHA 01
A bag that
gets to know
your day.
It watches what crosses its opening, remembers the objects you carry, and learns what usually belongs with you. Before you leave, it tells you when something important may be missing.
Explore the Alpha
One working intelligence loop. No manual daily checklist.
CONCEPT ILLUSTRATION · NOT A PRODUCT PHOTO
OBSERVED AT OPENINGWallet · out
LEARNED FROM YOUR WEEKWallet may be missing
01 NOTICE02 REMEMBER03 LEARN04 SUGGEST
THE INTELLIGENCE
Not a checklist.
A memory that grows.
The Alpha is designed to learn from actual use—not a list of “essentials” supplied at setup. Its job is to understand the relationship between your objects, your bag and your departures.
Remember your objects
A newly seen item can begin as an unnamed, provisional identity. Across clearer views, Erivaa tries to recognise that same personal object again and may suggest a category such as “wallet.”
Learn your normal
After roughly a week of genuine departures, Erivaa looks for recurring objects and combinations in similar situations. Occasional items should remain occasional.
Speak with a reason
If a frequently carried item is confidently absent before a similar departure, Erivaa can suggest it—and show the observations behind the suggestion.
An important distinction. Recognising “a wallet” is not the same as recognising your wallet. The Alpha aims to build personal visual memory; when two objects look alike or the view is blocked, it should say not sure, not guess.
A WEEK WITH ERIVAA
From first sight
to useful instinct.
No RFID tags. No photographing every belonging. No daily packing list. The Alpha observes, builds evidence and becomes more useful as it sees your real routine.
- FIRST ENCOUNTER
“I’m learning.”
Erivaa notices movements and starts a provisional memory for recurring objects. It avoids claiming readiness before it has enough trustworthy evidence.
- DURING THE WEEK
“This keeps coming with you.”
Real departure sessions reveal patterns: which items travel together, which are occasional, and when the pattern changes.
- BEFORE A DEPARTURE
“Your wallet may be missing.”
A cautious prompt appears only when Erivaa has a learned reason and a sufficiently reliable inventory state. Tap to see why it asked.
- WHEN YOU ADD IT
“✓ Ready.”
The bag observes the item go in and updates the result. If the camera cannot confirm it, the result remains uncertain instead of silently claiming success.
WHAT YOU SEE
Quiet, unless
it matters.
The Alpha’s interface is a simple phone-friendly view. These are example states, not live output or measured results.
01 / NOT ENOUGH EVIDENCEStill learning.
Erivaa is getting to know what you carry.
02 / POSSIBLE OMISSION! Wallet may be missing.
Normally seen on similar departures. Why this suggestion?
03 / CONFIRMED CONTENTS✓ Ready.
Everything Erivaa confidently expects is confirmed inside.
WHEN VISION IS UNCERTAINNot sure yet.
The camera could not confirm this object’s movement.
THE HONEST ALPHA
What it is.
What it isn’t—yet.
Designed for this Alpha
- One physical prototype bag with cameras aimed at its opening.
- Automatic observation of visible IN / OUT movements.
- Provisional discovery and re-identification of personal objects.
- A local record of object state and real departure sessions.
- Learning of repeated object combinations over a week of genuine use.
- Explainable, confidence-aware missing-item suggestions.
- A phone-friendly view and a clear “not sure” state.
Not promised in this Alpha
- Perfect recognition of every object, including hidden or visually identical items.
- Correct tracking when several objects cross together or the camera view is blocked.
- A guaranteed warning before every forgotten item or a guarantee you have everything.
- Untethered use anywhere: the current Alpha plan uses a nearby, founder-managed Mac and local connection.
- A production battery, embedded display, native phone app or manufactured fashion shell.
- Silent learning of an exact human-readable name for every unfamiliar object.
- A substitute for checking medication, passports or other high-stakes essentials yourself.
If the system loses sight of an object, it should retain uncertainty. “Ready” means all items it has learned to expect are confirmed—not a universal guarantee that nothing has been forgotten.
FOR EARLY TESTERS
Help us find
the truth.
This page describes the Alpha we are building, not a currently available or validated product. Testing begins only after the core observation and learning loop passes our internal checks.
What a supervised test would involve
- We provide and set up the prototype bag. You do not install software, use a laptop or label a daily checklist.
- You use your own everyday objects during ordinary packing and departures.
- With your consent, we compare the bag’s observations against what actually happened and ask when its suggestions helped or missed.
- You can stop testing or ask us to remove your test data.
A camera watches the bag opening. Processing is planned to stay local on the founder-managed Mac; diagnostic recordings, if any, require explicit consent and a clear retention policy before testing. We will explain the setup and privacy terms before anyone participates.