Imagine you had a friend who remembered everything you ever told them, in the exact way you meant it, and could remind you at exactly the right moment — without you ever writing it down "properly."
That's the whole game with Eigen Mesh. This post walks through how the memory actually works, in plain language, no computer-science degree required.
Step 1: You say something
You drop in a thought. It could be text, a link, a screenshot, a voice memo, a half-finished paragraph. Anything.
You don't label it. You don't file it. You don't pick a notebook. You just drop it in.
We call this capture, and the design goal is simple: capture should be the easiest thing you do all day. If organizing your thoughts takes more effort than having them, you'll stop having them. So we made organizing not your job.
Step 2: It tidies up while you're not looking
Once something is captured, Eigen Mesh does a little work in the background. Think of it like a friend who, after you tell them a story, quietly goes and writes down the key points so they don't forget.
This is background enrichment. It means:
- Cleaning up the raw capture so it's readable later.
- Pulling out the actual idea, not just the words around it.
- Noticing what this new thing is similar to in your existing memory.
You don't see any of this happen. You don't need to. You just keep dropping things in.
Step 3: It sleeps on it
Here's the part that surprises people. Every night, Eigen Mesh re-reads what you captured that day and the days around it. It looks for connections you might have missed. It tightens the links between ideas that belong together.
This is overnight consolidation, and it's why we say Eigen Mesh is "smarter by morning."
You told it three separate things on Tuesday. By Wednesday, it understands they're all part of the same project. Not because you flagged them — because it actually read them.
This is the difference between a notebook and a memory. A notebook stores. A memory connects.
Step 4: You ask for it back
Weeks later, you need something. You don't remember when you wrote it, what file it's in, or what you called it. You just remember the gist.
So you ask Eigen Mesh the way you'd ask a person: "What was that thing about how pricing should reflect risk, not just cost?"
Eigen Mesh doesn't just grep your notes for the word "pricing." It uses three kinds of looking at once:
- Search — the actual words you used.
- Meaning — what you meant, even if you said it differently each time.
- Graph — how this thought is connected to the others around it.
We call this hybrid retrieval, and it's the reason you can be vague and still get the right answer back. Real memory is fuzzy. The retrieval has to be fuzzy too.
Why this matters
Most note apps treat your thoughts like documents in a filing cabinet. You file them. You tag them. You search them by the words they contain. If you forget the exact word, the thought is gone.
Eigen Mesh treats your thoughts more like an actual mind does — connected, contextual, and a little bit messy. You don't have to be a librarian to use your own brain. You shouldn't have to be one to use a second brain either.
A small example
Say over a month you capture:
- "Pricing should reflect risk, not just cost."
- "The reason the last client churned is we underpriced the risky part."
- A link to an article about value-based pricing.
You never tell Eigen Mesh these go together. You never make a "pricing" tag. Three weeks later you ask: "what have I figured out about pricing?"
It pulls all three, plus the connections between them, and gives you back a synthesized answer — not three separate notes you have to re-read.
That's the whole point.
What it costs
You get 100 free credits when you sign up — enough for roughly 100 to 150 thoughts, including the background work and the asking-back. After that it's €3.99 a month. Less than a coffee. No surprise usage bills.
What it doesn't do
It doesn't train AI models on your thoughts. It doesn't share your memory between users. It doesn't lock you in — Eigen Mesh is open source under Apache 2.0, and you can self-host the whole thing if you'd rather run it yourself. Your data is encrypted at rest, isolated per user, and hosted on EU servers under GDPR.
Your memory is yours. We just help you keep it that way.
Try it
If you've ever lost an idea because you couldn't remember where you wrote it down, get early access and drop your first thought in. You'll feel the difference inside the first 100 credits.