π₯ 30% OFF Β· Was $97 Β· Now $67
"Can you explain why our OpenAI bill went from $18,000 to $47,000 in one month?"
Your stomach drops. You had no idea. You check the dashboard. It's true. And you have absolutely no explanation.
Thousands of engineering teams are watching their LLM budgets spiral out of control right now. Here's why.
Token hemorrhaging you cannot see
Every bad prompt burns 5x more tokens than necessary. Your team writes 1,000 prompts per day. Thats 4,000 wasted API calls you are paying for. Every. Single. Day.
Using a Ferrari to buy groceries
GPT-4 costs 10x more than GPT-3.5. But your team uses it for everything. Simple summaries. Basic questions. Tasks that cheaper models handle perfectly.
One feature tanks your entire quarter
Your new AI feature gets posted on Reddit. Traffic spikes 50x overnight. No rate limits. No caching. No guardrails. Your quarterly budget evaporates in 36 hours.
The worst part? You don't see it coming.
Until the bill arrives. And by then, it's too late.
Same product. Same quality. Same performance.
Just smarter architecture. Because the problem isn't AI. It's how you're using it.
SaaS platform, 50k users, same features
Stop paying for the same completion twice. One company deployed this in 45 minutes.
Automatically route simple queries to GPT-3.5. Users notice nothing. Finance notices everything.
Trim vector databases without killing quality. Faster responses, lower costs.
Catch spend explosions before they destroy your budget. Get alerts in Slack.
Built from real-world experience delivering dozens of LLM integrations and AI projects over the years. This playbook captures what actually works.






"We assumed GPT-4 was just expensive. The semantic cache pattern alone dropped our spend 41% without touching UX."
Every strategy in this playbook has been battle-tested across real production systems and client projects.
β Watch your LLM bill climb every month
β Explain to your CFO why AI is "just expensive"
β Freeze your roadmap because you can't afford to ship
β Tell your team to "optimize later" while money drains
Result: Your next bill is already being calculated
β Download the playbook in 30 seconds
β Implement 2-3 tactics this week
β Watch your next bill drop 30-70%
β Show your CFO you're in control
Result: You become the hero who saved the budget
Every day you wait costs you real money.
Your CFO is waiting for answers. Your team needs a solution.
30-day guarantee. If these tactics don't cut your LLM bill by at least 25%, you get every penny back. No questions. No hassle.
Limited time: 30% OFF this week only
Instant download Β· 30-day money-back guarantee
Either your bill drops by at least 25%,
or you get your money back.
That's the deal.
Quick answers:
Yes. OpenAI, Anthropic, Google, open-source, hybrids. Every tactic is provider-agnostic.
Most teams ship 2-3 tactics in week one. Billing drops show up within 14 days.
No. Everything is included. Scripts, dashboards, calculators, implementation guides.
Join the teams who've already saved thousands. Our implementation service applies every strategy from the playbook directly to your infrastructureβno learning curve, no trial and error.
We analyze every API call, identify waste, and map your optimization roadmap
Our engineers deploy caching, cascading, and all 10 playbook strategies to your stack
Monthly reviews, new tactics, and continuous cost monitoring