How it works
How a council runs
Convene
Open a council on a question or a diff.
Review independently
Several frontier models examine the same context on their own — no groupthink.
Synthesize
One path forward, the retained dissent, and a confidence read you can see the reasons for.
You decide
You make the call. Consilens never accepts the decision for you.
On-demand escalation, not an always-on bot. Default: customer-owned artifacts, metadata-only history.
Why builders convene a council
One answer hides the disagreement. We show it.
Get unstuck
Escalate on demand when your agent is spinning — before it burns another hour going in circles.
Catch the bad diff
Independent review challenges a weak implementation while it's still small enough to throw away.
Decide with confidence
One recommended move, the disagreement kept visible, a calibrated confidence — never one model's bravado.
You own the call
Consilens returns a path; it never merges or decides for you. On-demand escalation, not an always-on bot.
Why multiple perspectives
One confident answer is the most dangerous kind.
A single model smooths over its own doubt. Put independent frontier models on the same context and the disagreement surfaces — and disagreement is usually where the risk, and the right answer, are hiding. This is competitive collaboration: models pressure-tested against each other reach a more accurate result than any one of them working alone.
No fake logos here
We'd rather show you than quote ourselves.
Consilens is early. Instead of a wall of borrowed logos, here's exactly how it works and what it does with your code — watch a council disagree and decide for yourself.
The lineup
GPT, Claude, Gemini, and Grok — answering the same context independently. You choose who sits on the council.
Your code stays yours
Customer-owned artifacts, metadata-only history by default. On-demand, not an always-on bot watching your repo.
You set the spend
Bring your own keys and a spend cap. One pass by default — you pay model rates only when you convene a council.
Early access — be one of the first to put your agent's work in front of a council.
FAQ
The questions a skeptic asks
Why not just ask one model again?
A single answer hides its own doubt. Consilens puts several frontier models on the same context independently and shows you where they diverge — which is usually where the risk is.
Isn't running several models slow and expensive?
One review pass by default, on demand — not an always-on bot. You bring your own keys and set a spend cap, so you pay model rates only when you convene a council.
Do you store my code?
Default is customer-owned artifacts and metadata-only history. The decision record is auditable; your repository contents stay yours.
Does it decide for me?
No. Consilens returns a recommendation with the dissent intact. You make the call — it never merges or acts on your repo for you.
Field notes
Keeping models honest.
Occasional, technical, no fluff — what we learn from where frontier models disagree.