Your AI Bill Just Spiked. Fix It in 24 Hours.
If you're spending $3K–$20K+ per month on OpenAI or other LLM APIs and costs just jumped, we deliver a clear, actionable cost reduction plan within 24 hours.
This Is For You If:
- Your AI bill suddenly increased
- You're unsure why usage spiked
- You're using GPT-4 where GPT-4o-mini might suffice
- You don't have clear model routing rules
- You want to reduce costs without hurting performance
This Is NOT For You If:
- You're spending under $1,000/month
- You're still experimenting pre-product-market fit
- You just want a generic report
We focus on teams where optimisation materially impacts margins.
How It Works
Simple 3-step process to fix your AI costs
Pay & We'll Be in Touch
Complete checkout securely via Stripe. Within 2 hours we'll email you with simple instructions for sharing your OpenAI usage export — no complex setup required.
Deep Cost Analysis
We manually review your usage data: model selection inefficiencies, prompt and token waste, context window overuse, repetitive high-cost endpoints, and routing errors.
24-Hour Delivery
You receive a full written report with a clear cost-saving roadmap, estimated monthly savings, and specific steps your engineers can implement immediately. No theory — only what to change.
What You Get
Everything you need to reduce your AI costs
Detailed Cost Breakdown
Where exactly your spend is concentrated. No vague percentages - specific models, endpoints, and usage patterns.
Waste Detection
Overpowered models. Token inflation. Structural inefficiencies. We find the hidden costs you're missing.
Savings Simulation
Clear estimate of what you can save monthly and annually. We show the ROI before you implement anything.
Implementation Plan
Exact changes your engineers can implement immediately. No consulting fluff - just actionable steps.
Realistic Results
What we typically find
Most teams we review have:
Model overkill - Using GPT-4 when GPT-4o-mini would suffice
Token inefficiency - Prompt bloat and unnecessary context
No structured routing logic - Everything goes to the most expensive model
The Math:
Average monthly spend
Potential monthly savings
Audit cost
ROI: 670–1234%
Security & Privacy
Your data is treated as confidential infrastructure information
Stripe-Secured Checkout
Industry-standard payment processing. We never handle your payment information directly.
Files Reviewed Privately
Your usage data is reviewed by our team only. No third-party sharing or analysis.
No Data Stored Long-Term
Files are processed and securely deleted after analysis. We don't maintain archives.
NDA Available
For enterprise clients, we can execute NDAs before receiving any data.
Guarantee
If we do not identify meaningful optimisation opportunities within 24 hours, you get a full refund.
No arguing. No friction.
FAQ
Common questions about our emergency audit
We handle high-volume datasets. If needed, we'll request segmented exports to ensure we can process everything efficiently.
No. This is fully async. Faster and more efficient. All communication happens through the audit deliverables.
Usually not. Most savings come from smarter model routing and prompt optimisation. Implementation is typically straightforward for engineering teams.
OpenAI primarily. Anthropic and other LLM usage exports are supported case-by-case. Contact us if you're unsure about your provider.
Your AI bill isn't going to fix itself.
Every month of delay compounds wasted spend. $299 today could save you thousands next month.