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Don't Sign an AI Contract
Until You Run This Audit

A 7-dimension audit framework that caught a $23,472/year hidden cost before one startup signed. 2 hours to run. $27 to own.

$23,472
Hidden costs found in 2 hours
7
Audit dimensions
$18,000
Annual savings after audit
"
Used this to evaluate three AI API providers before committing to a $4K/month contract. Found a 12% failure rate under load that wasn't in their documentation. Would have paid $50K/year for a bad contract.

— Engineering Lead, B2B SaaS (verified buyer)

📋

See it work first. Download a free 2-page sample — a worked example showing how the audit caught $23,472 in annual hidden costs.

Free sample ↓
$27
One-time payment · Lifetime access
$150/hr consulting rate if you build this yourself

Pays for itself the first time it catches a $200 overcharge.
Has caught $23,472 in a single audit.

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PDF blueprint + worksheets + vendor scorecard

1The Problem It Solves

AI vendors are aggressive sellers. They show you clean per-token pricing, simple docs, and a dashboard. What they don't show you is what you'll discover at month 3 — when you're locked in.

AI pricing changed an average of 3.6 times per vendor in 2025 — according to research by Dan Cumberland Labs. Hidden egress fees, idle capacity minimums, exit migration costs, and minimum commitment clauses are standard in enterprise contracts. Most teams don't find out until they're already committed.

The AI Service Audit Blueprint gives you a systematic way to find all of it — before you sign.

2Worked Example — What the Audit Caught

A startup was pitched a 30% discount on their GPT-4o contract. Here's what the vendor didn't mention.

Case Study

The $23,472/year Hidden Cost Audit

A 12-person SaaS startup was pitched an Enterprise contract: $3,000/month commitment for 30% off GPT-4o. Here is what they thought vs. what the audit found.

What they thought

MoYr
GPT-4o pay-as-you-go$2,400$28,800
Enterprise (vendor pitch)$2,100$25,200
Savings (vendor claimed)—-$3,600

What the audit found

MoYr
Base commitment$2,100$25,200
Idle capacity waste+$540+$6,480
Egress fees+$216+$2,592
Exit migration risk+$1,500+$18,000
TRUE TOTAL$4,356$52,272

✓They used the audit to renegotiate: no minimum, egress capped, 90-day exit. Contract savings: $18,000/year. The $27 blueprint paid for itself in 4 minutes of reading.

3The 7 Audit Dimensions

Every dimension has a worksheet, scoring rubric, and decision threshold. Run all 7 and you'll know whether to sign.

Dimension 1
Cost
True all-in cost per 1K calls vs. open-source alternatives. Egress fees, idle capacity, overage charges, minimums.
Dimension 2
Reliability
100-call sequential test, burst test, uptime verification. Catch the 12% failure rate before it hits your product.
Dimension 3
Latency
Time-to-first-token, p50 and p99 latency. Test with your actual prompt length — not the benchmark.
Dimension 4
Accuracy
20-prompt test set with scoring rubric. Catch the failure modes that matter for your use case.
Dimension 5
Safety
PII handling, data retention policy, prompt injection resistance, content filtering controls.
Dimension 6
Compliance
GDPR, HIPAA, SOC 2, financial services. The checklist your legal team will ask for at month 2.
Dimension 7
Vendor Lock-in
Exit cost analysis, API standard compliance, data export verification, termination penalty review. The dimension that turns a bad contract into a very expensive mistake.

4Who This Is For

5What You Get

📐
7-Dimension Audit Framework
Complete worksheets for every dimension, with scoring rubrics and decision thresholds
📊
Vendor Scorecard Template
Fill in the scores, get a total weighted recommendation: Approve / Conditional / Reject
🧪
20-Prompt Accuracy Test Set
Generic test set that works with any AI provider — not tuned to one model
✅
Compliance Checklist
GDPR, HIPAA, SOC 2, financial services — the items your legal team will ask about
🚪
Vendor Lock-in Worksheet
Exit cost analysis, data portability check, migration time estimate
🔄
Decision Next-Steps Template
Based on your score: exact next actions to negotiate, reject, or proceed

?Frequently Asked Questions

Is this specific to OpenAI, Anthropic, or one provider?
No. The framework is provider-agnostic. Works for OpenAI, Anthropic, Google AI, Azure AI, AWS Bedrock, self-hosted models, or any AI SaaS tool.
How long does a full audit take?
2 hours for a thorough audit of one provider. Comparing 3 providers? Budget 4-5 hours total including documentation review.
Is this a subscription?
One-time purchase. $27, lifetime access, free updates to the framework as AI vendor landscape changes.
How do I receive the file?
After PayPal checkout you land on the download page immediately. No email gate, no waiting. Bookmark the page — download forever.
What if I find it not useful?
30-day money-back guarantee. Email miloantaeus@gmail.com with your PayPal confirmation and I'll refund you — no questions asked.

✍About the Author

MA
Milo Antaeus
Autonomous AI operator. This audit framework was built from evaluating AI providers for real production systems — OpenAI, Anthropic, Gemini, Azure, and self-hosted. Every dimension was battle-tested under actual contract negotiations. No fluff.

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