Token Audit

Terms & Conditions

Last updated: June 2026

Published by Vaudit Inc.


These Terms & Conditions ("Terms") explain how Token Audit provides independent LLM and API billing auditing, usage reconciliation, and refund and credit recovery services. They describe how Token Audit reconciles token usage and spend against provider rate cards and Terms of Service, how read-only access to provider usage data is used, and how the audit methodology operates. Token Audit is published by Vaudit Inc. ("Vaudit", "we", "us", or "our") and operates solely as an independent auditor. Token Audit is also accessible as TokenID at app.tokenid.ai. References to Token Audit in these Terms include the TokenID product and platform. By signing up for or using Token Audit or TokenID, you agree to these Terms.

Provider Access

1. Provider Connection and Permissions

1.1 Read-Only Access

By connecting your model-provider account through a read-only admin key or the provider's secure authorization process, you grant Token Audit read-only access to:

  • Account and organization structure
  • Token usage and consumption metrics (input, output, cache, and reasoning tokens)
  • Billing, invoice, and spend data
  • Model invocation logs and rate-card history available to your account
  • Data required to reconcile usage and charges against provider rate cards and policies

Token Audit does not request invocation or write access and cannot run models, modify your account, or incur charges on your behalf. Token Audit acts solely as an independent auditor.

1.2 Supported Providers

Token Audit currently supports connection to the following model providers:

  • Anthropic
  • Azure OpenAI
  • OpenAI
  • Google AI
  • Amazon Bedrock
  • Cohere

The provider list reflects current Token Audit coverage and is updated as new provider integrations are added.

1.3 Purpose of Access

Read-only access enables Token Audit to:

  • Conduct an independent billing audit using proprietary audit vectors
  • Analyse token usage, model selection, caching behaviour, and request patterns
  • Detect anomalies, overcharges, or charges inconsistent with the provider's published rate card or Terms of Service
  • Reconcile provider invoices against logged usage
  • Estimate potential refunds, credits, or recoverable savings
  • Prepare evidence for billing-discrepancy and credit submissions
  • Generate dashboard reporting and prescriptive remediation based on audit findings

Your data is used only for audit and recovery purposes.

1.4 Revoking Access

Access can be revoked at any time by rotating or deleting the admin key in your provider console. Revoking access before an audit or recovery is complete may prevent Token Audit from delivering the Services.

Audit Process

2. Audit, Reconciliation and Billing-Discrepancy Investigation

2.1 Audit-Based Estimates

Refund, credit, and savings estimates are based on Token Audit's proprietary audit methodology, including:

  • Line-item reconciliation of usage against rate cards
  • Proprietary audit vectors
  • Token-usage and caching diagnostics
  • Model-selection and request-pattern analysis
  • Rate-card and policy alignment checks

Estimates indicate potential eligibility but are not guaranteed. Final decisions are made by the relevant provider.

2.2 Eligibility Review

Before submitting a refund, credit, or billing-discrepancy claim, Token Audit may verify that:

  • Sufficient audit signals and usage records are available
  • The charge pattern aligns with the provider's definitions of a billing error or recoverable discrepancy
  • Evidence meets the provider's submission requirements
  • Data is complete and consistent for reconciliation

2.3 Submission of Recovery Requests

By using Token Audit, you authorize Vaudit to:

  • Use read-only usage and billing data to complete audits
  • Prepare and submit billing-discrepancy reports and refund or credit requests
  • Provide reconciled audit evidence on your behalf
  • Communicate with the relevant provider in relation to the investigation

All submissions follow the applicable provider's billing-dispute and credit procedures.

2.4 Provider-Aligned Audit Practices

Token Audit conducts all auditing and submissions in accordance with each provider's policies and Terms of Service. Token Audit does not modify your account or invoke models. All work is performed using permitted read-only usage and billing data.

2.5 Audit Data Accuracy

Audit completeness depends on:

  • Provider-side usage and billing data
  • The scope and retention of usage records available to your admin key
  • Accuracy and timeliness of published rate cards
  • Alignment between logged usage and provider invoicing

Missing or incomplete data may limit Token Audit's ability to support or submit a claim.

2.6 Authorization to Act as Your Representative

You authorize Token Audit to act as your representative solely for submitting billing-discrepancy reports, appeals, and refund or credit requests under the relevant provider's terms. Token Audit does not act as your agent for any other purpose.

Pricing & Payment

3. Pricing and Payment Terms

3.1 Platform Fee

Token Audit operates on a hybrid pricing model consisting of a flat monthly platform fee and a performance fee on verified recoveries. Both fees apply together; neither replaces the other. Three platform tiers are available based on your monthly audited AI spend:

  • Starter — $200/month. For businesses with up to $200,000 in monthly audited AI spend.
  • Growth — $500/month. For businesses with $200,000 to $1,000,000 in monthly audited AI spend.
  • Enterprise — $1,000/month. For businesses with over $1,000,000 in monthly audited AI spend.

The platform fee covers dashboard access, continuous billing verification, and audit reporting across all connected AI providers. The platform fee applies for the full duration of your subscription, regardless of whether any recovery is achieved in a given month.

3.2 Complimentary Audit Reports (First 30 Days)

Your first thirty (30) days include three proprietary audit reports at no cost. These reports are delivered through the Vaudit platform and require no changes to your existing workflows. The monthly platform fee applies from day thirty-one (31) onwards. The performance fee described in Section 3.3 applies from day one of your engagement, including during the first 30 days, regardless of whether the platform fee has started.

3.3 Performance Fee on Verified Recoveries

In addition to the monthly platform fee, a performance fee applies to all verified recoveries, from the first day of your engagement:

  • A performance fee of thirty percent (30%) applies to all refunds, credits, or adjustments verified as recovered by Token Audit on your behalf.
  • The performance fee applies across all platform tiers (Starter, Growth, Enterprise) and during the complimentary period described in Section 3.2.
  • If no recovery is verified in a given period, no performance fee is charged for that period.
  • The performance fee is calculated only on amounts confirmed as recovered by the relevant provider. A recovery is "verified" when the provider has issued the refund, credit, or adjustment and it has not been reversed, clawed back, or recharged. If a verified recovery is later reversed or clawed back by the provider, the corresponding performance fee will be credited back to you on your next invoice.

3.4 Individual Access

Individual access to Token Audit is always free. No platform fee applies to individual users. A thirty percent (30%) performance fee applies to verified recoveries only, on the same basis described in Section 3.3. No recovery, no charge.

3.5 Pre-Bill Removal Fee

This is a separate, additional fee that applies only when the pre-bill removals feature is activated. It does not replace the platform fee in Section 3.1 or the performance fee in Section 3.3, both of which continue to apply.

  • When the pre-bill removals feature is activated: a one percent (1%) pre-bill removal fee, based on your total model and API spend, applies for each billing cycle, in addition to the platform fee and performance fee.
  • When the pre-bill removals feature is not activated: no pre-bill removal fee applies. The platform fee and performance fee continue to apply as set out in Sections 3.1 and 3.3.

3.6 No Other Upfront Fees

Vaudit charges no setup fees, onboarding fees, or other upfront charges beyond the fees set out in this Section 3.

3.7 Billing and Payment

The monthly platform fee is billed in advance at the start of each monthly billing cycle, starting from the date your subscription begins (or, where a complimentary period applies, from the day after that period ends). The performance fee is invoiced monthly in arrears, based on recoveries verified during that billing cycle. Invoices are payable within thirty (30) days of the invoice date. All fees are stated exclusive of applicable taxes, which are the customer's responsibility unless otherwise required by law. Subscriptions renew automatically each billing cycle unless cancelled in accordance with the Term and Termination section.

Your Responsibilities

4. User Responsibilities

By using Token Audit, you agree to:

  • Provide accurate signup and payment information
  • Maintain secure account credentials and provider keys
  • Use Token Audit in compliance with your providers' terms
  • Not interfere with or reverse-engineer Token Audit systems
  • Ensure you are authorized to grant access to the provider accounts you connect

Token Audit may suspend access for misuse or violations of these Terms.

Data & Privacy

5. Data Security and Privacy

Token Audit uses industry-standard security protocols and encryption, and stores provider keys in encrypted form. Audit data is processed and stored securely and is used solely for the purposes described in these Terms.

Use of your data is governed by the Vaudit Privacy Policy (app.vaudit.com/privacy-policy), which forms part of these Terms. By using Token Audit, you also agree to the Vaudit Privacy Policy.

Data is not automatically deleted upon termination or disconnection. Upon written request, Vaudit will delete your data to comply with applicable data protection laws in your region. To submit a deletion request, contact support@vaudit.com.

Liability

6. Limitation of Liability

To the maximum extent permitted by applicable law:

  • Vaudit Inc. is not liable for indirect, incidental, special, or consequential damages arising from your use of Token Audit
  • Vaudit Inc. does not guarantee any specific audit finding, refund, credit, or savings outcome
  • Vaudit Inc. is not responsible for changes a provider makes to its rate cards, models, or dispute policies
  • Vaudit Inc. is not liable for a provider's failure to honour a recovery submission or refund claim
  • Vaudit Inc.'s total liability to you shall not exceed the total fees paid by you in the three (3) months preceding the claim
  • Your sole remedy for dissatisfaction is to discontinue use of Token Audit
  • The limitations in this section do not apply to liability arising from a data breach, gross negligence, or wilful misconduct by Vaudit Inc.

7. Indemnification

You agree to indemnify and hold harmless Vaudit Inc., its officers, employees, and agents from and against any claims, damages, liabilities, costs, and expenses (including reasonable legal fees) arising out of or related to your breach of any warranty, representation, or obligation under these Terms, including but not limited to any claim that you were not authorized to grant access to an account or data you connected to the Services.

Term & Termination

8. Term and Termination

8.1 Term

These Terms apply from the date you first access or use Token Audit and continue until terminated by either party.

8.2 Termination by You

You may terminate your use of Token Audit at any time by cancelling your account through the Vaudit platform or by contacting support@vaudit.com. Termination does not waive any fees owed on recoveries already in progress or completed prior to termination.

8.3 Termination by Vaudit

Vaudit may suspend or terminate your access to Token Audit at any time with reasonable notice if:

  • You breach these Terms and fail to remedy the breach within a reasonable period
  • You misuse the platform or provide false or misleading information
  • Vaudit ceases to offer Token Audit as a service

Vaudit will provide reasonable advance notice of service discontinuation where possible.

Terms Updates

9. Updates to These Terms

Vaudit may update these Terms periodically to reflect changes in the Services, providers covered, pricing, or applicable requirements. Updated Terms will be posted to the Vaudit website and, where material changes are made, Vaudit will notify you by email or through the platform. Continued use of Token Audit after the effective date of any update constitutes acceptance of the revised Terms.

Legal

9. Governing Law

These Terms are governed by and construed in accordance with the laws of the State of Delaware, without regard to conflict of law principles. Any dispute arising out of or relating to these Terms shall be resolved by binding arbitration under the rules of the American Arbitration Association in Wilmington, Delaware, except that either Party may seek emergency injunctive relief in any court of competent jurisdiction.

Where the customer is an individual consumer, or is located in the European Union or United Kingdom, the mandatory arbitration requirement above does not apply to the extent it would be unenforceable under the laws of the customer's home jurisdiction. In such cases, disputes will be resolved in accordance with applicable local consumer protection law.

10. Contact

For support, questions, or notices relating to these Terms or Token Audit, contact:

support@vaudit.com

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