On the device
Camera signals are processed on the device. Images are never stored or uploaded.
DeMemos AI
An AI that learns what helps her remember.
DeMemos AI watches how Jessica responds to each memory, adapts what she sees within her family's Plan, and will one day create new content built from her own memories. Families stay in control at every step.
Stage 1 · Learns
It notices what words can't say.
People living with dementia often can't tell us which memories help. DeMemos reads gentle signals instead, using the device's own camera, processed entirely on the device.
- Head movement: is Jessica turned towards the screen, or away?
- Time on screen: how long she stays with each memory.
- Themes: which subjects are shown most, and which ones land.
- Private by design: only numbers are kept, never camera images.
FRONT CAMERA · LOCAL PROCESSING
TRACKING
FACE · JESSICA
YAW 2°
PITCH 1°
ON SCREEN 14 s
ATTENTION 0.86
Stage 2 · Adapts
Signals in. A better day out.
The adaptive engine combines the family's Plan with what it has learned, and turns it into today's slideshow, the simplest controls for Jessica, and insights for the family.
Inputs
Family PlanWhat, when, how often
Attention signalsHead movement, time on screen
Theme historyMost shown, best received
NotesFrom family and caregivers
Outputs
Today's slideshowOrder, timing, repetition
Simplest controlse.g. one big "Talk" button
Conversation promptsGentle questions about a memory
Family insightsSuggestions to approve
Restores
Old photos, seen again in full colour.
Before a memory reaches Jessica, DeMemos AI can restore it. Faded, scratched black-and-white prints become sharp, natural-colour photos that are easier to see and recognise.
- Repairs scratches, dust, creases and fading.
- Sharpens faces so loved ones are easier to recognise.
- Adds natural colour, with the original always kept.
SIMULATED EXAMPLE · DRAG TO COMPARE
What the family sees
Clear insights, never a black box.
Every week the family gets a simple summary: which themes Jessica responds to, what the AI would change, and why. Nothing changes until a family member approves it.
- Top themes ranked by how Jessica responds.
- Suggested changes to the Plan, with a reason.
- Suggested controls: for example, show a "Talk" button when Jessica is most engaged.
Jessica's week
Example: how positively Jessica responded to each theme.
Sea92%
Family88%
Wedding81%
Travel74%
Music66%
Stage 3 · Creates · Future
New stories, made only from her own life.
In its most advanced version, DeMemos AI will create entirely new content from the history of what Jessica has watched and loved: narrated stories, gentle new slideshows and conversation topics.
- Made only from family material: their photos, videos, voices and notes.
- Shaped by what helps: built around Jessica's best-loved themes.
- Always approved by a family member before Jessica sees it.
Roadmap
From photo album to companion.
STAGE 1
Learns
On-device attention signals and theme history give the family a clear picture of what helps.
STAGE 2
Adapts
Smarter playlists inside the Plan, suggested controls and simple spoken conversation.
STAGE 3 · FUTURE
Creates
Entirely new, personal content generated from the family's material and Jessica's history.
Responsible AI
Powerful, and on her side.
Family approves
The AI suggests. A family member decides. Nothing changes on its own.
Explains itself
Every suggestion comes with a plain-language reason the family can check.
Off switch
Tracking and AI features can be turned off at any time, and DeMemos still works.