Built and proven inside 'corePHP' before anyone else touched it.
63%
saved this month
41.2M
tokens avoided
~1 day
to your first numbers
Money back
if your bill holds flat
Why teams switch
The same problems get solved once. Everything after that is reuse, not re-spend.
Solve it once, reuse it everywhere
When one engineer fixes a bug or pulls a 726K token library doc, the answer lands in the shared brain. The next person who needs it gets it back cached, so the whole org stops re-buying work it already paid for.
Fetched once
726K tokens
Reused by
the whole team
Speed, not stalls
Cached answers come back fast instead of being recomputed from scratch every time.
One source of truth
Everyone builds on the same vetted patterns instead of ten slightly different answers.
Your brain stays yours
Run it in our cloud or on your own hardware. Your data does not leave where you put it.
See what you save
Tokens saved and ROI per team, in real time. No guessing at the end of the month, and no arguing about whether it worked.
How it works
Three layers that sit between your team and the model providers. Nothing to rip out.
01
The Harness
Trims prompts and caches heavy documentation once. A 726K token library doc gets fetched a single time, not on every request.
02
The Cerebrum
A shared cloud brain that remembers fixes, conventions, past decisions and a map of your codebase, so a fresh session starts with everything the team already knows, not a blank slate.
03
The Savings Meter
A live dashboard that measures it all as it happens: dollars off the bill, developer hours reclaimed, and how much faster work gets to done, per team.
The token bill is the smallest win
A cheaper invoice is the part you notice first. The bigger return is the work your team stops repeating and the long conversations they stop having.
Cheaper
60%
off the token bill
Solved work is cached, so the org stops re-buying answers it already paid for. That is the line you can see on the invoice.
Faster
2 to 3
turns to an answer, not a 20 message thread
The brain hands over context up front, so your team skips the long ramp-up conversation and gets straight to the fix. Less time explaining, more time shipping.
Less rework
~8 hrs
per developer, every week
A bug fixed once is never debugged twice. Conventions, decisions and your codebase map are remembered, so nobody re-solves settled work.
The Savings Meter, not a promise
The real view from inside 'corePHP': what the team would have paid, and the slice coreCerebrum takes off the bill. Measured, not modeled.
coreCerebrum / Savings Meter
Share of the AI bill saved this month
0%
Saved this month$0
Tokens avoided0M
Saved since February$0
Your monthly AI bill
Saved by coreCerebrumWhat you paid
FebMarAprMayJunJul
Each bar is the full bill the team would have paid (the dashed line). The gold is what coreCerebrum took off it, growing month over month as the shared brain fills. Same team, same work.
Caching forgets. A brain remembers.
A provider cache lives for minutes, then resets. coreCerebrum holds onto what your team learns, org wide, on purpose.
coreCerebrum
Permanent. A solved problem stays solved for good.
Org wide. One person's work is everyone's head start.
Across providers. Claude, ChatGPT and Gemini share one brain.
Measured. You can see the dollars, not just trust them.
Remembers your bugs. A fix logged once is reused, so the same bug is never debugged twice.
Knows your codebase. It keeps a live map of your files, so less time goes to re-reading them to get oriented.
Learns how you work. Conventions and past decisions carry from one session to the next.
Stops repeat mistakes. A running do-not-repeat list keeps the team from making the same error twice.
Native session caching
Ephemeral. The cache expires in minutes and it is gone.
Per user. Your teammate re-pays for what you just solved.
Locked in. It does not follow you to another provider.
Invisible. No view of what it saved, or whether it did.
Forgets your bugs. Every session starts debugging from scratch.
Blind to your code. It re-reads the same files to get oriented, every single time.
No memory of you. Your conventions and decisions reset the moment the session ends.
Repeats mistakes. Nothing is learned between one session and the next.
coreCerebrum sits alongside provider caching and adds the layer it never had: memory that belongs to your whole team.
Pricing that pays for itself
Start self-serve, or bring it in house. Either way the assessment is free.