Nexus is a memory for AI assistants. Teach it your documents once.
It keeps every fact, answers with the right one, and reads only
what a question needs, which is why it costs so little to run.
Hand it a policy, a price list, a web page. It goes through them word by word.
Then it keeps every fact.
Each fact gets a place of its own, next to everything it already knew. Nothing new pushes anything old out.
Ask, and the right ones answer.
Can a worn helmet go back? Only the words that answer come forward. That is why it is right, and why it is cheap.
Right now Nexus is holding
9,450 memories
in 6,606 brains.
It learned them from
1,448 documents and pages, and has
used them in 40,116 conversations.
Counted from the live system a few minutes ago. A brain is one assistant’s memory.
Small enough to run
ten thousand times in a day,
and still get it right.
Every new brain starts on
Claude Haiku 5.5
Anthropic’s newest small model, out since October 2026.
More right answers
In our side-by-side tests on real support questions it answered more of them correctly than the model it replaced.
It checks before it speaks
It looked the answer up in its memory before every reply in those tests, instead of going from what it thought it knew.
About a fifth of the cost
The same conversation now costs roughly one fifth of what it did on the previous default.
Not locked in
Any brain can move to Claude Sonnet 5 or Claude Sonnet 5.5, or to a model from your own provider with your own key.
Teach it three documents. Then ask.
A made-up bike shop, so you can check every answer against the page
it came from. This example is scripted. The real thing is an API:
you send documents, then questions.
PDFreturns-policy.pdf
Returns policy
Unused items can be returned within 30 days with the receipt.
Helmets and other safety gear can only be returned unworn, in the sealed box.
Sale items can be exchanged but not refunded.
Refunds go back to the card you paid with, within 5 working days.
Bikes built to order cannot be returned once the frame is cut.
Waiting
Sheetworkshop-prices.xlsx
Workshop prices
Puncture repair is €12 and done while you wait.
A brake service is €35, ready the same day.
A full service is €89 and takes 2 working days.
Wheel truing is €20 per wheel.
Parts cost extra. We call you before fitting anything over €40.
Waiting
Webkestrelcycles.example/visit
Visit the shop
Kestrel Cycles is at 14 Mill Lane.
Open Monday to Friday, 9:00 to 18:00.
Open Saturday, 10:00 to 16:00.
Closed on Sundays and public holidays.
The workshop takes its last booking one hour before closing.
Waiting
Kestrel Cycles assistantHas not been taught anything yet
Three documents go in. Then pick a question.
Knowing more should not cost more.
An assistant without a memory has to be handed everything it knows,
again, with every question. You pay for all of it each time, and one
day it no longer fits. Nexus brings back only the facts a question
needs.
Handed everything, every time
Reads 1,000 pages for each question.
With Nexus
Reads the few lines that answer it.
An illustration, not a price list. A page here is about 500 words,
and roughly 1,500 pages is the most a large model can read in one go.