A PRIVATE, ON-DEVICE MEMORY LAYER

You saw it.
You knew it mattered.
Then you forgot.

A private, on-device memory layer for the physical world. Capture a moment, let your phone understand it, and find it again when you need it.

PHOTO VOICE LOCAL AI LOCAL MEMORY
Home Screen
CAPTUREDLaptop + charger09:04 AM
LOCALNo cloud requiredfor the core memory loop

THE PROBLEM

Our phones save the moment.
They don't save why it mattered.

“Where did I put my charger?”You remember having it. Not where you left it.
“What was that serial number?”You saw it once. Now you need it again.
“Where did I see that component?”The photo exists somewhere in your gallery.
“What happened around 9 AM?”The context is scattered across different places.

THE SIMPLE IDEA

Just tell your phone:
“Remember this.”

No folders. No tagging. No long forms. Capture the moment and move on. MEMORY does the organizing locally.

01

Capture

Take a quick photo or record a short voice note.

02

Understand

MEMORY extracts the useful details from the moment on the device.

03

Remember

It keeps a compact memory with what, where and when it mattered.

04

Recall

Ask naturally later and MEMORY finds the relevant moment.

WORKING MVP

The core memory loop
already works.

Capture a memory
01
CAPTURE

Save a moment intentionally.

Useful context extracted
02
UNDERSTAND

Find what matters in the capture.

Ask naturally when you need it
03
RECALL

Ask naturally when you need it.

BUILT NOWPhoto capture Voice capture AI extraction Local memory Semantic recall

WHAT MEMORY IS FOR

Useful moments shouldn't
disappear into your gallery.

+

WHERE DID I PUT IT?

Remember where you left a charger, document, tool or other item.

+

WHAT WAS THAT?

Recall a serial number, product detail, diagram, notice or component you saw.

+

WHAT HAPPENED?

Connect intentionally captured photos, voice notes and time into a simple memory timeline.

+

REMIND ME

Turn an important captured moment into a future reminder.

ON-DEVICE AI

A local pipeline,
not one giant model.

Specialized models handle the cheap, repeatable work. A small local language model is used when the system actually needs reasoning.

SEE

ML Kit

Local object detection and OCR.

HEAR

On-device speech

Turns intentional voice captures into searchable text.

FIND

MiniLM

Creates compact semantic representations for meaning-based search.

REASON

Gemma 3 1B

Structures memories and formulates answers from retrieved context.

Capture
Understand
Create memory
Recall locally

No cloud required for the core memory loop. The exact runtime footprint and acceleration path are validated on real Android hardware.

WHY A PHONE?

The phone isn't where MEMORY runs.
The phone is MEMORY.

The camera sees the moment. The microphone hears the context. Local compute understands it. Storage keeps the memory close.

CAMERASees what you want to remember.
MICROPHONECaptures spoken context.
LOCAL COMPUTEUnderstands without a round trip to a server.
STORAGEKeeps the memory index on-device.

30-HOUR CITY BATTLE

We aren't starting
from zero.

The risky part—the core capture, understanding and recall loop—is already working. The next 30 hours make it fast, effortless and device-optimized.

NOW

Core memory loop

Capture → understand → remember → recall

✓ WORKING MVP
0–6 HRS

Make capture instant

One-tap photo and voice capture.

6–12 HRS

Bring memories back

Scheduled reminders and notifications.

12–18 HRS

Add more context

Time, location and a simple memory timeline.

18–24 HRS

Make it hands-free

Android Assistant / App Actions.

24–30 HRS

Make it fast on iQOO

RAM, latency, thermals and local AI benchmarking.

TRY THE MVP

Capture once.
Remember later.

Watch the short demo or install the Android build to experience the current MVP.

Scan to open MEMORY