Do more with AI.
Save on your bill.
Your team keeps paying full price for AI work it already did. The Harness makes every call leaner and coreCerebrum remembers what you solved, so your bill drops 50–80% while the output goes up.
Runs on your infra · your keys · Claude, ChatGPT and Gemini
Why the AI bill keeps climbing.
Almost every team pays for the same three problems without ever seeing them on the invoice.
Meanwhile 95% of enterprise AI pilots show no measurable return (MIT, 2025), and enterprise AI spend roughly doubled in about six months.
How the work moves, and where the saving happens.
Follow one piece of work through the system. At each step, watch what it does to the bill. Each step makes the next one cheaper.
A request comes in. It gets cleaned up first.
Before anything reaches a paid model, the Harness strips the dead weight out of the request and loads any large, shared reference one time instead of stapling it to every call. The model only sees what actually matters.
The hard part gets solved. The answer is kept.
The first time the team works something out, a fix, a convention, a decision, a map of how the work fits together, it is written into coreCerebrum, a shared memory the whole company draws from. The expensive thinking is captured, not lost when the window closes.
Next time it comes up, it is already answered.
When the same problem, rule or document is needed again, by anyone, it is served straight from memory instead of worked out from scratch. The first solve paid full price. Every reuse after that is free.
One person’s answer becomes everyone’s.
Because the memory is shared, a solve from one developer is instantly available to the whole team. Conventions get enforced from the first draft. Known bugs do not come back. The more the team works, the more of its day is served from free reuse instead of paid rediscovery.
The saving shows up as a number you can watch.
Dollars not spent, tokens reused and hours handed back are counted as the work happens, per team, in real time. The saving is no longer buried in next month’s invoice.
A week of one team’s work. First solve pays full price. Every reuse is served free from the shared brain.
The more you build, the more you save.
Normally, doing more with AI means paying more. Here, doing more means saving more. Here is the shape of it.
The first solve pays full price. Every reuse after it is free.
A team repeats itself constantly, the same patterns, rules and references, over and over. Each repeat that used to cost full price now costs nothing.
So as the workload grows, the old bill grows with it in a straight line. The new bill bends away and flattens, because a bigger and bigger share of the work is free reuse, not paid rediscovery.
More output and a smaller bill, and the savings widen as you grow. On our own team that has meant about 63% off the AI bill and roughly 8 hours back per developer each week.
The curve shows the shape, not a quote. Your real number depends on how much your team repeats itself, which the meter measures live. 63% and ~8 hrs are byCORE’s own results.
One standard, the whole team on it.
The shared memory does more than cut the bill. Because everyone reads from the same history and writes back to it, the whole company works to one standard. The quality of your best people becomes the floor, not the exception.
And it saves money too: consistent, right-the-first-time work means less rework, shorter reviews and faster onboarding. Quality and cost pull the same way here.
It is not the caching you already have.
Your provider caches too, for a few minutes, one user at a time, and it forgets the instant it expires. coreCerebrum is a different thing entirely.
No rip and replace. It sits on top of what you already run, on your keys and your infrastructure. Point it at a project and the shared brain starts filling in.
Design DNA. Describe it, build it.
The first thing we built on the engine. Describe what you want and it wireframes it, websites first. Prototype and model anything you like, free. You only pay when something goes live.
Design DNA should cost a fortune in tokens. It runs on our own engine, so it does not. It is living proof that coreCerebrum and the Harness work.
Start free. Grow as you go.
Free to start, no card, no call. Then $150 for your first user and $75 for each user after. Add Design DNA at $250/user when you want to build. Big AI spend? Enterprise is priced to your savings.
Free to start · self-serve · pay annually and save 20% · money back if your bill holds flat. Prices illustrative.
Built for teams that count every dollar.
No lock-in, no markup, no rip and replace. Nothing leaves your accounts.
Spend less. Do more.
Fifteen minutes. We point the engine at what you are already building and show you the number it gives back.