Shadow AI Spend

Find and govern unmanaged AI spend scattered across teams, tools, credit cards, and API keys.

Shadow AI spend is AI cost incurred outside any central view — via team credit cards, individual API keys, and tool trials. StackSpend turns scattered AI usage into visible, governed spend by consolidating providers into one view with attribution, budgets, and anomaly alerts, so finance and engineering can see and control it.

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Read-only access·14-day free trial·No credit card required
The workflow

How it works in practice

1

StackSpend consolidates AI providers and keys into one view to surface scattered spend.

2

Attribution shows which teams and tools are driving it.

3

Budgets and anomaly alerts bring shadow spend under governance.

Real scenarios

When this use case fires

A team buys an AI tool on a credit card outside finance

Multiple API keys exist with no central owner

Tool trials convert to paid and scale unnoticed

No one can state the total AI bill

AI spend often starts with a team credit card, a developer API key, or a tool trial — invisible to finance.

Tool and provider sprawl means no one knows the total AI bill.

Unmanaged AI usage is both a cost and a governance risk.

Technical detail

How StackSpend does this

Scattered invoices and expense reports is built for different jobs. Here is what StackSpend adds.

Scattered invoices and expense reports

  • No single view of AI spend
  • Credit-card and key spend invisible
  • No attribution to teams or tools
  • No governance or alerts

StackSpend

  • Consolidated view across providers and keys
  • Attribution by team and tool
  • Budgets and anomaly alerts
  • Shadow spend brought under governance

What we track

AI spend across providers and keysAttribution by team and toolBudgets and anomaly alertsDaily signals90 days of history
ICP

Who uses this

Product and engineering teams that need model-level visibility before AI bills surprise them.

Buyers consolidating OpenAI, Anthropic, Claude, Cursor, or open-model spend into one operating view.

Teams that need alerts and forecasting, not just retrospective usage dashboards.

Questions

Frequently asked

What is shadow AI spend?
Shadow AI spend is AI cost incurred outside any central view — through team credit cards, individual API keys, and tool trials — so finance and leadership cannot see the true total AI bill.
How do you find shadow AI spend?
StackSpend consolidates AI providers and keys into one view and attributes spend to teams and tools, surfacing usage that was previously scattered and unmanaged.
Why is shadow AI spend a risk?
It is both a cost problem (no budget or owner) and a governance problem (no policy or oversight). Bringing it into one view turns it into visible, governed spend.

Set it up in 5 minutes. Know by tonight.

Connect your providers with read-only access. Shadow AI Spend starts from day one — no manual setup, no threshold tuning required.

Start free trialView setup guide
14-day free trial · No credit card required · Read-only access
Shadow AI Spend: Find Unmanaged AI Costs Across Teams — StackSpend