Genαi / Cost Audit Research and analysis

AI Cost Audit

Upload aggregate provider usage. The deterministic engine reconstructs spend, reconciles public and invoice pricing, detects cost leaks, and returns the complete recommendation package.

Private by design. Raw CSVs are processed in memory and are not saved. Derived audit results remain available to your verified email for 30 days.

1 · Verify

2 · Scope

3 · Data

4 · Price check

5 · Audit

Verify access

A working inbox is required. Verification unlocks 2 complete audits. It does not subscribe you to marketing email.

Choose your data source

Provider exports cover spend and token efficiency. The Genαi template adds retries, caching, RAG, agent, and infrastructure diagnostics.

Audit scope

Primary use case

Environment

Quality sensitivity

Period start

Period end

Compliance sensitivity

Get the right files

Upload aggregate data

Maximum combined size: 1,024 KB and 10,000 usage rows. Prompts, completions, API keys, and email addresses are rejected.

Usage CSV · required

No file selected

Cost CSV · optional

No file selected

Invoice or cost-page total · optional USDUse the total for the same provider, organization, and date range.

I confirm these files contain aggregate usage only, with no prompts, completions, API keys, credentials, or customer information.

Confirm the cost basis

We compare your export or invoice with source-linked public rates. A difference can reflect negotiated pricing, bundled capacity, tool charges, or a price change.

Your judgment

Invoice or exportUse the amount actually charged. Recommended when available.Public list ratesRecalculate tokens using the dated official snapshot.Confirmed custom ratesEnter contract or negotiated per-token rates.

I reviewed the discrepancy and confirm this pricing basis for the audit. Modeled savings are estimates, not guaranteed reductions.

Audit result

Report Findings workbook Complete JSON

Diagnostic coverage

Prioritized recommendations

Ranking combines financial impact, evidence confidence, severity, and implementation effort. Every recommendation includes a quality gate, latency gate, and rollback path.

Complete finding register

Move from audit to action

The audit is free. Implementation, controlled rollout, quality validation, and realized-savings measurement are paid work.