JK

AI Spend

AI vendor & model spend across the organisation over the last 30 days — with savings recommendations, a spend forecast, commitment tracking and an interactive return-on-AI model.

Total spend
$9,933
30-day window
Actual vs estimated
$8,145
$1,788 estimated
Provisional
$878
Still settling
Active connectors
5
Reporting cost

Savings recommendations

Potential annual savings $45,000

Specific, actionable ways to reduce AI spend, surfaced from usage and commitment data.

Model routing
Route low-complexity tasks to a cheaper model
38% of gpt-4o traffic is classification and extraction that gpt-4o-mini handles at ~6% of the cost.
Save $18,000/yr
Commitment
Right-size the OpenAI token commitment
Current usage tracks to 83% of the committed volume; the renewal tier below covers projected growth.
Save $21,000/yr
Anomaly
Platform Engineering spend up 2.5× vs prior period
A new evaluation pipeline is re-running full test suites against gpt-4o. Confirm this is intentional.
Review
Waste
Reduce failed and retried requests
4.1% of spend is on requests that error or time out and are retried at full cost, mostly oversized contexts.
Save $6,000/yr

Return on AI

Estimate the value AI creates against what it costs. Adjust the assumptions — they're saved on this device.

Return on AI
3.1×
Net value / month
$20,467
Value created
$30,400
Human value created$30,400
AI spend$9,933

Daily spend & forecast

Settled Provisional Forecast
2026-05-212026-07-03
Projected month-end spend
$9,724
Projected annual run-rate
$120,852
NameSourceShareSpend
OpenAIActual
42%
$4,172
AnthropicActual
27%
$2,682
Azure OpenAIEstimated
18%
$1,788
Google Vertex AIMixed
8%
$795
CohereEstimated
5%
$497

Commitments

Actual spend against every committed usage agreement, with projected annual consumption per provider.

OpenAIOn track
Projected $49,800 of $60,000 committed
$26,500 used · $33,500 remainingRenews Jan 2027
AnthropicAt risk
Projected $31,600 of $33,000 committed
$15,900 used · $17,100 remainingRenews Mar 2027
Azure OpenAIOver limit
Projected $21,300 of $18,000 committed
$10,400 used · $7,600 remainingRenews Nov 2026