The memories
that matter
shouldn't fade.
MNEMO is a special software for consumer EEG that recognises which memories carry weight for you, and reinforces them in deep sleep — so they consolidate instead of slipping away.
Currently we’re working with EEG and sleep labs to improve it on real hardware.
Every sleep wearable you see on open market replays the same generic cues, or simply improves sleep. But none of them reinforces the specific memories a person would choose to keep.
The gap
Cueing memories during sleep is established science. What no one has done is make it about you and your memory and put it on hardware that you can actually own.
That's the opening MNEMO is built for consolidation that's specific to you, at a scale that fits everyday life.
Why it's ours to win
The advantage isn't one clever trick a competitor could copy. It's the dataset that compounds every night someone uses it — the model fits your memory better the longer you wear it.
And we hold a standard most of the field doesn't: measuring memory honestly, in a way that survives outside review. Lab scene is frequently crowded with results that don't replicate, that is its own moat.
One loop, across your day and your night.
It learns what matters
During the day, or therapy, MNEMO recognises which memories carry weight for you - the ones you'd want to hold on to.
It reinforces them in sleep
While you're in deep sleep, it gently strengthens those memories, so they consolidate instead of slipping away.
It stays yours
They become a private, searchable archive that grows more personal with use — kept with you, not on someone else's server.
What we ship now, and what it grows into.
A working product: it strengthens the memories you choose to keep, and supports your sleep as well as the best consumer wearables do.
As the model learns how memory and sleep interact, a fuller picture of a remembered moment comes within reach — its images, its words, its feeling. We build toward it deliberately, on evidence.
We measure honestly — and that's the edge.
Every claim we make is fixed in advance and tested on people the model has never seen.
Bring your lab.
We're looking for EEG and sleep labs to run MNEMO on real hardware. You bring the rig and participants; we bring the software and the analysis — co-developed, co-authored, open method.
Your data stays yours. Any contribution to the research is opt-in, every time — never a condition of using MNEMO.
Thanks — your message is in.
We read every one ourselves and usually reply within a few days. Talk soon.
MNEMO is built by a small research team spanning memory science, machine-learning engineering and research operations.
We're based across three universities in Ireland and Ukraine, and are assembling a scientific advisory board in memory, sleep and neuroethics.