neurology

MemoryOS

A memory that understands, not just stores.
The anticipation engine for founders · Buildathon 2026
errorThe problem

Founders don't lose information.
They lose its meaning.

Notes apps store the text you typed and forget the rest — who you promised, what you decided, what changed. The context evaporates exactly when you need it.

inventory_2

Notes rot

Dumped into docs, never resurfaced. Search finds strings, not decisions.

running_with_errors

Promises slip

"I'll send that by Friday" lives in your head until it's late.

question_mark

Answers float free

Tools confidently answer with no trace of where it came from.

boltThe idea

Capture anything. Understand it. Recall it with proof.

MemoryOS turns a raw note into structured, grounded memory — then watches your commitments so the right thing surfaces before you ask.

mic

Capture

One box. Type or speak a thought, a promise, a decision. Saved instantly — never lost to a slow model.

arrow_forward
neurology

Understand

Gemini extracts people, memories, and commitments into a strict schema — direction and dates intact.

arrow_forward
auto_awesome

Recall

Ask in plain language. Every answer shows its evidence, and overdue promises come to you.

account_treeHow it works

A pipeline you can watch, stage by stage.

The raw capture is persisted first, then understood in the background. A capture is never lost because the model is slow or down.

live
01
bolt
Input
Original saved first
live
02
neurology
Understand
Gemini extracts meaning
live
03
verified
Validate
Schema + typed firewall
live
04
database
Persist
One transaction
next
05
schedule
Schedule
Deterministic reminders
next
06
notifications
Anticipate
Briefings & nudges
auto_awesomeDifferentiator 01

No evidence,
no answer.

Every answer is grounded in the exact words you captured. MemoryOS shows its sources — and tells you when it's unsure instead of guessing.

check_circleGrounded
You owe Rahul an enterprise pricing proposal, due Friday.
"I promised to send it by Friday."
Text capture · Nov 7
compare_arrowsDifferentiator 02

When records disagree, both are kept.

Memory is messy. MemoryOS never silently overwrites — it surfaces the conflict, preserves both sides with their sources, and lets you decide what's current.

Nov 2 · Text capture
$59 / seat
"Moving enterprise to 59 a seat."
checkCurrent
Oct 12 · Meeting note
$49 / seat
"Settled on $49/seat for now."
Kept, not merged.
handshakeDifferentiator 03

It knows the direction of every promise.

"I promised Rahul" and "Rahul will send me" are not the same thing. MemoryOS tracks who owes whom, resolves the deadline, and sorts by what needs you first.

Send pricing proposal
You → Rahul · overdue
2d late
Q3 metrics deck
Priya → you · owed to you
Fri
Sign the NDA
You → Meera · due tomorrow
Tomorrow
categoryLiving taxonomy

The memory organizes itself.

No fixed folders. The model names a collection for each capture — reusing one when it fits, inventing a new one (with a fitting icon) when it doesn't. You can add your own, and it learns to use them too.

Collections, grown from captures
storefrontCustomers & deals deployed_codeProduct decisions lightbulbIdeas badgeHiring gavelLegal  ·  just coined
monitoringTrust by construction

Honest about what's AI, and what's real telemetry.

shield

The typed firewall

Gemini only interprets. A hallucinated type is a hard validation error, never a silently-written record.

timeline

Live pipeline console

Every capture's real per-stage timings, status, and structured output — replayable on demand.

format_quote

Provenance always

Every memory traces back to its capture and the exact words it came from. Nothing is unsourced.

lanArchitecture

Postgres is the source of truth. The model only interprets.

devicesReact + Vite UI· v6 design system, light/darkWhat the founder sees
boltRust · Axum API· async capture, background extractionFast, never blocks on the model
neurologyGemini· structured-output extractionInterprets — never writes directly
databasePostgreSQL· canonical, validated, provenance-linkedThe single source of truth
4 → 8
pipeline stages, live & planned
100%
of records trace to a source
0
unvalidated writes
paletteDesign

Calm, fast, and out of the way.

A single capture box always within reach. A sidebar that mirrors how your memory is actually organized. Light and dark, sourced from one token system.

  • boltCapture-first.The composer is pinned to every screen — a thought is one keystroke from saved.
  • dark_modeThemed by tokens.Dark by default, light on a tap — one CSS-variable system, no duplicated styles.
search

Grounded Ask

Evidence bars + sources on every answer.

timeline

Memory horizon

Captured above the line, coming back below it.

rocket_launchWhat's next

Capture it once.
Never carry it again.

Shipping next: live updates over SSE, deterministic reminders & push, cross-device sync, and anticipation briefings that tell you what needs you today.

MemoryOS · Live demo follows →
Use ←→ or Space · F fullscreen · P print