Vaudit surpasses $1B+ in vendor spend audited

AI-NATIVE · AGENTIC SPEND AUDITING

AI Spend Auditing for Autonomous Systems

Independent verification for AI usage, billing activity,
and autonomous spend.

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Trusted across the platforms where your spend already happens

OpenAI

Anthropic

Google AI

Azure OpenAI

AWS Bedrock

Cohere

Replicate

Hugging Face

Together AI

Anyscale

THE VERIFICATION GAP

Your AI bill is growing.
You just can't verify it.

Most organizations can see their AI spend. Few can independently verify it.

Agent Loops

Autonomous workflows repeatedly execute and generate unnecessary spend.

Duplicate Execution

The same AI request is processed and billed multiple times.

Shadow AI Spend

AI usage expands across teams without clear ownership or controls.

Wrong Model Routing

Premium models are often used where lower-cost models would perform just as well.

THE FLEET

Agentic Monitoring and Recovery of AI Spend

A specialized fleet of AI agents continuously audits usage, billing activity, spend exposure, and financial risk across your AI environment.

24/7 ACTIVE

WHAT THE FLEET FINDS

Optimization Opportunities and Billing Violations

The Fleet continuously identifies avoidable spend, billing discrepancies, and financial risk exposure.

OPTIMISATION

Common sources of avoidable AI spend.

Wrong Model Routing

Higher-cost models used where lower-cost models would perform just as effectively.

Context Inflation

Paying repeatedly for context that should be cached and reused.

Prompt Bloat

Prompts expanding over time and increasing token consumption.

Model Contract Violation

Delivered models not matching commercial expectations.

Tool Overlap

Multiple AI tools generating overlapping spend.

Reserved Capacity Overprovisioning

Paying for AI capacity that actual usage never consumes.

VIOLATIONS WE IDENTIFY

Financial discrepancies identified across usage, billing, and provider activity.

Token Count Violation

Billed usage differs from recorded consumption.

Pricing Contract Violation

Charges do not match contracted pricing terms.

Ghost / Shadow Spend

Spend with no approved owner or audit trail.

Retry Storm

Repeated execution creates unnecessary billing activity.

Agent Loop + Duplicate Call

Recursive execution generates duplicate charges.

SLA Breach

Provider performance failures eligible for credits.

HOW VALUE IS RECOVERED

Four Ways You Recover Value

Every finding leads to one of four financial outcomes.

Post-Invoice Recovery

Recover billing errors after invoices have closed

Pricing discrepancies

Token count variances

SLA credits

Pre-Invoice Corrections

Identify issues before they become charges.

Retry storms

Duplicate execution

Usage anomalies

Internal Spend Optimization

Reduce avoidable AI spend across teams and workflows.

Wrong model routing

Prompt bloat

Tool overlap

Autonomous AI Guardrails

Prevent runaway agent spend before it occurs.Duplicate requests

Agent loops

Recursive execution

Duplicate requests

AUTONOMOUS-SAFE

Stop runaway AI spend before it becomes a billing problem.

Autonomous agents can get stuck in recursive execution. Vaudit's Guardrail Agent stops the loop before spend compounds.

LoopBreaker · Stops recursive execution before costs compound.

DedupGuard · Prevents duplicate execution and duplicate billing.

[00:00:01] agent_07.dispatch(task="audit_invoice_4421")

[00:00:02] tokens_in: 4,128 · tokens_out: 1,902

[00:00:03] agent_07 → tool_call(self.replan)

[00:00:04] agent_07 → tool_call(self.replan)

[00:00:05] ⚠ recursion depth 3 · pattern: ralph_v2

[00:00:06] ⚠ budget envelope 64% consumed

[00:00:07] ✕ LOOP_BREAKER engaged · agent_07 halted

[00:00:07] ✕ DEDUP_GUARD released 3 zombie inferences

[00:00:08] spend_saved: $612.40 · case logged

[00:00:09] agent_07 reissued with bounded plan

Verification Across Your Vendor Spend

Token billing is one layer. The same issue exists across other vendors.

Connect. Verify. Recover.

Start your free AI spend audit and see what recoverable value is hiding inside your token billing.

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Over $1.2B Audited.

$50M+ Recovered for our Clients.

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Trusted across the platforms where your spend already happens

A specialized fleet of AI agents continuously audits usage, billing activity, spend exposure, and financial risk across your AI environment.

The Fleet continuously identifies avoidable spend, billing discrepancies, and financial risk exposure.

Stop runaway AI spend before it becomes a billing problem.

Connect. Verify. Recover.

AI Audits.
Verified Truth

Company

Product

Resources

Trusted across the platforms where your spend already happens

A specialized fleet of AI agents continuously audits usage, billing activity, spend exposure, and financial risk across your AI environment.

The Fleet continuously identifies avoidable spend, billing discrepancies, and financial risk exposure.

Stop runaway AI spend before it becomes a billing problem.

Connect. Verify. Recover.

AI Audits. Verified Truth

Company

Product

Resources

AI Audits.
Verified Truth