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

Northwind AI/Overview

Overview

Built

Verified savings, spend, cost per task, recommendations and alerts.

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

Verified savings
$2.2K
North star. Counted against your own baseline.
Realised savings
$10.8K
Realised plus verified. Estimates are not included.
Estimated savings
$600.00est.
Not proven on traffic, and never billed.
Spend
$44.3K$44.3K
Hourly rollup when the range is 24 hours
Baseline
$55.1K
Same window, before levers
Cost per successful task
$1.67
Task cost divided by successes
Requests
27,652
26,544 succeeded
Hard stops
0
Matches the budget notification count

Spend against baseline

Actual spend and the no-lever baseline for the same rows.

Open spend
View as table
periodspendbaseline
08-261471.41829.12
08-271466.581823.72
08-281472.31830.69
08-291468.031825.24
08-301468.991826.2
08-311506.881873.76
09-011504.211869.99
09-021455.321809.6
09-031459.351813.93
09-041483.611844.46
09-051487.981849.71
09-061467.711824.51
09-071506.871873.99
09-081468.411825.29
09-091492.061854.71
09-101473.111831.75
09-111501.841867.17
09-121520.921891.03
09-131476.281834.96
09-141512.381880.49
09-151458.571813.19
09-161485.221846.89
09-171474.011832.7
09-181462.141817.96
09-191460.231815.4
09-201439.251788.91
09-211478.371838.34
09-221487.81849.35
09-231457.891812.34
09-241471.181828.5

Cost per task

The CFO number: cost of successful outcomes, with the success rate beside it.

Open cost per task
View as table
periodcostPerTasksuccessRate
08-261.7395.9%
08-271.6196.0%
08-281.6495.9%
08-291.6596.0%
08-301.6396.0%
08-311.796.0%
09-011.7296.0%
09-021.6295.9%
09-031.6596.1%
09-041.796.0%
09-051.6496.0%
09-061.7396.0%
09-071.6196.0%
09-081.6395.9%
09-091.6695.9%
09-101.5796.0%
09-111.7795.9%
09-121.7996.0%
09-131.6896.1%
09-141.7395.9%
09-151.6696.0%
09-161.7996.1%
09-171.5695.9%
09-181.796.0%
09-191.6996.0%
09-201.5996.0%
09-211.6596.0%
09-221.7196.0%
09-231.6696.0%
09-241.796.0%

Top recommendations

Monthly estimates. They stay estimated until a shadow test and the ledger say otherwise.

  • Exact-match cache for repeated support macros
    4Response cache
    $4.8Kest.
  • Right-size support reply to Haiku
    1Right-size the model
    $4.2Kest.
  • Cascade ticket triage from mini to GPT-4.1
    2Cascade
    $2.7Kest.

Alerts

What fired inside this window.

Alert rules
  • A catalogue provider latency is degraded
    21 Sep 2026 11:00 UTC
    1
  • PR check warned on support reply cost
    18 Sep 2026 16:00 UTC
    1
  • August invoice is ready
    2 Sep 2026 09:00 UTC
    1
  • August savings verified against the provider bill
    2 Sep 2026 09:00 UTC
    1

Verified savings in this view. The Performance fee uses calendar-month, org-wide verified savings. Performance statement