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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.

5Prompt and context trimmingPlannedenabled
Open policy
Projected / month
$1.8Kest.
Trim repeated instructions on document extract
Ledger in range
$2.1K
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 0.90 against a 0.86 bar.

Shadow test · 0.90 / 0.86Requests 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

  • Document extractprod

Decision log

Enable and Ignore are both recorded.

  1. reviewS. Rahman21 Jun 2026 10:00 UTC

    Trim shadow test passed.

  2. enableS. Rahman1 Jul 2026 09:00 UTC

    Enabled trimming on document extract. The route lever has been live since this day.

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.