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

Northwind AI/Advisors

Advisors

Planned

Hub for fine-tune and commit advice. Neither writes a ledger line.

Figures follow the shell: Last 30 days · All projects · All environments.

Advice only
Levers 11 and 12 never write a savings line. An estimate stays estimated. Only a verified ledger line can be billed, and neither advisor creates one.
11Distil or fine-tune

Fine-tune / distil

Scale and above. One high-volume task where a tuned small model might pay off. It cannot ship until a shadow test of that model passes.

$19.3Kest. on ticket resolved

Open the fine-tune advisor
12Commit advisor

Commit and credits

Enterprise. Advice on provider commitments from actual usage. It is not a saving, so the ledger and the performance fee ignore it.

Ledger impact $0.00

Open the commit advisor