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Decision Review Panel.

Put the plan in front of independent reviewers who can't see each other's answers.

the problem

What this is actually for

The expensive mistakes are never the ones somebody flagged. They're the ones everyone in the room agreed on.

proof

What we built for ourselves

We put plans, vendor proposals and designs in front of frontier models from different providers, blind to each other, scored one to a thousand.

Reviewers never see each other's work. The standard multi-agent pattern where they do produces convergence, not review.

A local model with our business context sits on the panel alongside them.

We run it on our own work — including having the local model critique the cloud system and sending that critique to the owner unedited.

the deliverable

What you get

  • Independent scored reviews from multiple providers plus a context-aware local model
  • The full spread reported, with outlier reasoning preserved verbatim
  • A written verdict with the dissent left in, not summarised away

Hear how it got built

We recorded the build of each of these, including the parts that didn't work.

  • Episode 8 — Score It One To A Thousandrecording
  • Episode 10 — Racing Fuel In A Lawn Mowerrecording

Episodes publish as they're cut. Nothing here is a teaser for something that doesn't exist — the systems are already running.

the honest limit

What this doesn't do

It catches consensus errors. It will not make a bad plan good. And the moment anyone starts reporting a tidy average instead of the spread, the product is ruined — the disagreement is the signal.

under the hood

What it runs on

Built on NVIDIA hardware and software we own and operate, not a reseller relationship.

DGX SparkNeMoCUDAPythonOpenRoutermulti-provider frontier APIs

Where it's going next: Self-serve intake — submit a document, get a scored verdict back.

NVIDIA Inception Program member badge

A member of the NVIDIA Inception program

Fifteen minutes, no deck.

Bring one specific problem in one sentence. We'll tell you whether it's worth building, roughly what it takes, and sometimes that the answer is don't build it.

Start here

Two steps before we talk — it takes about five minutes.

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