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Plan: Scale · Sample ↗
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Sample data. Not a customer bill.

Northwind AI/Recommendations/Recommendation

Recommendation

Planned

Evidence, shadow scores, affected routes and the decision log.

11Distil or fine-tunePlannedopen
Open policy
Enable is blocked
Fine-tune ships only behind its own passed shadow test.
Projected / month
No evidence yet
Consider a tuned small model for support reply
Ledger in range
—
Verified or realised lines for this route and lever. The projection above is not included.
Affected routes
2
prod, staging

Evidence

What would have to be true before this counts as savings.

Shadow test scored 0.92 against a 0.85 bar.

Shadow test · 0.92 / 0.85Requests on this routeLedger

Projected versus spend

Dashed line is the baseline. Solid line is what the route actually cost. Neither line is a verified saving.

Affected routes

  • Support replyprod
  • Support replystaging

Decision log

Enable and Ignore are both recorded.

No decision yet.

Performance fee

The 2026-08 fee uses verified ledger savings of $11,163.36. This recommendation's estimate is not included.

Fee that month
$1,487.78

Verified savings come from the ledger. An estimate is never billed.