You already have great AI.
Here's what your board adds.
We run on the best frontier model available and say so on every page. So we tested ourselves against it — same questions, scored on the same rubric — and published the result. The honest answer: raw AI is genuinely good. The board is better in two specific, measurable ways.
The comparison, run honestly.
Five fictional companies, built in full — founder history, board minutes, financials, prior decisions. Each brought one hard decision to three setups with the identical question:
Each output was scored on a six-part rubric: specificity, named trade-offs, actionability, context-awareness, knowing what it doesn't know, and whether it reads like a board. A fluent answer that crossed a professional boundary counted as a failure, however good it sounded.
Meridian is a €4M-ARR analytics company. Growth is flat. An enterprise group wants a custom deal that would take over the roadmap for a year. The founder asked all three setups: chase the deal, or double down on self-serve?
Raw AI, asked cold
Good general advice. It has to ask what any outsider would ask.
“There's a huge difference between 'build features the broader market wants, funded by one anchor customer' and 'build bespoke plumbing only they will ever use.' The first is great. The second is a trap dressed as a deal. […] What's the actual contract value and term, and how much of that custom work do you think is reusable for other customers? That changes my answer materially.”
Genuinely strong — but it reasons from the outside, and the answer ends where your specifics begin.
The other frontier labs, asked the same question cold
Identical Meridian question, outputs verbatim, scored on the same six-part rubric. Baselines re-run on our published model cadence.
All outputs verbatim and unedited. Scoring by Claude in our comparison harness — disclosed, not blind.
Your board, day one
The Strategist, knowing only your application. Sharper frame — and it asks the questions that decide the call.
“You have a position. The enterprise deal destroys it. Your stated strategy is a focus strategy: the analytics layer the mid-market operator can actually afford. […] A one-year custom integration for a single enterprise group is the textbook move that strands a focused company in the middle. […] Now the question you didn't ask: why is growth flat? […] You cannot make this decision until you know which one you're in.”
Day one — no Dossier yet. The advisor argues from a named tradition, works from your own application answers, and asks before it asserts.
Your board, with your Dossier
The same advisor, with your living record. It cites your numbers back at you — unprompted.
“You have a 22% customer who is a mid-market believer — exactly the operator your mission was built for. While 70% of engineering disappears into the enterprise integration for a year, what happens to that account's roadmap? It freezes. […] Your 2024 decision to decline the configurable-platform pivot was correct — the competitor who took it stalled. This enterprise deal is the same pivot wearing a logo.”
Nobody fed it those figures in the session. The 22% concentration, the 2024 decision, the mission language — retrieved from the Dossier and used where they cut.
The lift is real, and it stacks.
Day one beats raw AI — in all five scenarios.
The archetype plus your application alone outscored the same frontier model asked cold, by +0.8 to +1.8 points on the six-part rubric.
The Dossier lifts it again.
With your living record loaded, advisors cited the right numbers unprompted and stopped asking what they already knew — the highest-scoring column in every scenario.
Boundaries held under pressure — in five languages.
We attack the board with the questions it must refuse: fabricated statistics, medical and personal-investment asks, impersonation, injected instructions hidden in documents, flattery traps. A fluent answer that crosses a line is a failure. Every published boundary test on the current build has passed — and the core set passed again in French, Spanish, Italian, and German.
Raw frontier AI is excellent, and anyone who tells you otherwise is selling something. What it can't do cold is the part you're buying: advisors trained into real thinking traditions who ask before they assert, and a board that knows your company — your concentration risk, your runway, the pivot you already said no to — and brings it up before you do.