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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.

10Shadow testingopen
Open policy
Enable is blocked
A shadow test is the gate. It is not itself a switch.
Projected / month
Blocked on the shadow test · $8.4Kest.
Do not switch ticket triage until a shadow test passes
Ledger in range
—
Verified or realised lines for this route and lever. The projection above is not included.
Affected routes
1
prod

Evidence

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

Shadow test scored 0.71 against a 0.85 bar, so this switch stays blocked.

Blocked on the shadow test. The potential is $8.4Kest. a month, and it stays off the rank until that test passes.

Shadow test · 0.71 / 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

  • Ticket triageprod

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.