Family C — Multi-Model Decision Assurance

When models disagree on something material, most pipelines quietly vote and move on.

This preserves the disagreement, routes it to human review, and produces a dossier showing where the models diverged — never a silently averaged consensus claim.

This offer is not open for booking this week. A reply now is a scoping conversation, not a booking.

Fit / not-fit

This fits if

  • A decision is material enough that being wrong matters.
  • You already use, or are considering, multiple models or providers for it.
  • You want disagreement preserved and reviewed, not averaged away.

This is not a fit if

  • You want someone else to declare which model is right. That remains a human call, on the record.
  • The decision is too low-stakes to justify an independent dossier.

Offer and current pricing

OfferWhat it isPriceStatus
Multi-model decision dossierWhere models diverged, what each produced at a buyer-safe level, and a human-adjudicated record.$12,500Not open for booking this week
Related expansion workAdjacent decision-record reviews under this family.Scoped on requestScoped on request

What the finding looks like

Illustrative only — no real client, no real decision, no protected methodology:

Two models disagreed on the material classification in 4 of 12 sampled cases. Each disagreement is preserved with both models' stated reasoning; no consensus label is asserted where the underlying disagreement was substantive.

Limitations

Does not run in your production pipeline in real time. Grants no runtime authority. Not a replacement for your own model-selection process. Not a consensus-truth system.

After the booking gate clears

If fit is confirmed and the offer is actually open, a specific SOW states the decision, the models, and the $12,500 fee. Work starts after written acceptance.

Payment — after an accepted SOW

No self-serve checkout on this page. After a signed SOW, a direct invoice is the intended next step. Collection is not proved end-to-end. The founding Band A Contra link on the incident-reconstruction door is not this offer.