AI Budget Control

Plan, monitor, and enforce AI spending before limits are exceeded.

Control AI budgets across every department, use case, agent, model, and provider with continuous monitoring and approval-based enforcement.

✓Within Control

$1.42M

72% of approved
AI budget

⌛Review Required

$215K

11% approaching
control limits

×Blocked
Before Spend

$163K

8% prevented by
control rules

▣

Budget Planning
& Allocation

Set approved AI budgets before deployment.

Allocate budgets by department, use case, AI agent, model, provider, or owner.

AI Use Case

Department

Budget Owner

Approved Budget

Remaining

Customer Support Agent

Support

J. Smith

$320,000

$118,400

Invoice Processing

Finance

M. Levy

$280,000

$72,000

Sales Qualification

Sales

D. Lee

$240,000

$91,000

Compliance Review

Compliance

R. Cohen

$200,000

$54,000

HR Onboarding Agent

L. Green

$180,000

$63,000

⌁

Live Spend Monitoring
& Forecasting

Track actual AI spend and forecast future consumption.

Compare budget, actual usage, committed spend, and month-end forecast before overspend occurs.

Approved Budget$280,000

Spend to Date$182,540

Forecast (Month End)$314,200

$350K$250K$150K$50K$0

151015202530

Approved Budget

Spend to Date

Forecast

Forecast exceeds approved budget by 12% Approval required before additional AI actions continue.

♙

Approval & Automatic
Enforcement

Enforce budget and approval rules before AI actions execute.

Warn, require approval, throttle, pause, or block AI activity when control conditions are not met.

Require approval when forecast exceeds budget

Prevent additional spend without authorization

♢

Warn when budget reaches 80%

Notify the owner before limit is reached

◷

Throttle usage when consumption accelerates

Reduce execution frequency or model usage

✓

Block when approved limit is exceeded

Prevent unapproved AI spend

↗

Escalate high-risk spend changes

Route exceptions to required approver

The AI Budget Control Process

▤

1Define & Plan

Define AI use cases and set approved budgets with owners.

▧

2Allocate

Allocate budgets by department, use case, agent, model, or provider.

⌁

3Monitor

Continuously track actual spend, usage trends, and forecast consumption.

♢

4Alert

Receive warnings when thresholds are approaching or at risk.

♙

5Approve or Adjust

Approve additional spend, adjust budget, or change usage parameters.

6Enforce

Enforce rules before AI actions execute. Throttle, pause, or block when needed.

Control Before AI Spend Occurs

⚙

AI Action Requested

An AI agent is about to perform an action that incurs cost.

◇

Policy & Budget Check

System checks budget availability, policies, and approval rules.

⚖

Decision

Within Budget: Allow
Near Limit: Warn/Approve
Exceeds Limit: Block

▶

AI Action Executed

Action proceeds only if within approved control conditions.

▧

Evidence & Audit Record

Every decision and action is logged for audit and compliance.

Optional Planning Tool

AI Cost Estimation Tool

Estimate expected model, token, retrieval, search, and usage costs before creating an approved AI budget.

Why It Matters

◇

Prevent overspend
before it happens

▥

Increase predictability
and cost efficiency

♙

Ensure accountability
and ownership

▧

Support compliance
and audit readiness

◇

Every AI dollar stays inside an approved budget, policy, and control path.

PlanWith Ownership

MonitorContinuously

EnforceBefore Spend