Stop Wasting Moneyon AI
Control the Output, Cut the Costs
Reduce AI costs by 30-60%. Control input/output to get precise answers, not expensive fluff. Perfect for agent loops and JSON responses.Perfect for structured outputs & agent loops.
✓ 47% cost reduction • ✓ 14-day money back guarantee • ✓ Limited beta spots✓ 14-day guarantee
Reduction
Outputs
This is You Right Now(Don't @ Us, We Know)
"Please bro, response in valid JSON format without error... I'm begging you"
Meanwhile, your API costs are through the roof 📈
Here's What This Actually Looks Like 👇
Simple example everyone can understand (no code needed)
BEFORE AOS
"Please analyze this Batman character and tell me about his story, but make sure to give me exactly 3 character traits in JSON format like this example: {traits: ['trait1', 'trait2', 'trait3']} and don't include any extra text or explanations, just the JSON, and make sure it's valid JSON that I can parse programmatically without errors, please be very careful about this because my application depends on it..."
AFTER AOS
"Analyze Batman character. Output 3 traits as JSON."
What Just Happened? 🤔
1. Shorter Prompts: AOS cuts out all the unnecessary begging and pleading. Your prompts become laser-focused.
2. Guaranteed Output: No more "please give me JSON" prayers. AOS forces the AI to respond in exactly the format you need, every single time.
3. Massive Savings: Shorter prompts + perfect outputs = 67% cost reduction and zero frustration.
4. It Just Works: Stop debugging AI responses. Stop paying for failed requests. Start getting exactly what you asked for.
The Painful Reality Check 📊
BEFORE AOS
AFTER AOS
Bloated Prompts
Verbose prompts = inflated costs
AI Ignores Rules
Ask for JSON → get malformed text
Repetitive Context
Same examples every request
Inefficient Chains
Multiple calls for simple tasks
Stop Being the "This is Fine" Dog
Your current setup: 🏠🔥 "My AI costs are totally reasonable"
Reality check: You're literally paying for AI to ignore you
While your tokens burn money faster than this dog's house burns down
See AOS in ActionReal API Examples
1 API call = 1 credit. Simple, transparent, and incredibly effective. Watch how we turn expensive, bloated prompts into lean, optimized requests.
Before AOS (Bloated)
❌ Wasteful// Typical verbose prompt
const prompt = `
You are an AI assistant that helps extract information.
Please analyze the following text and extract key information.
Rules:
- Be accurate and precise
- Return only the requested information
- Format as JSON
- Include confidence scores
- Use proper formatting
- Don't include extra information
...
Text to analyze: "Batman is Bruce Wayne"
Please extract the secret identity and return as JSON.
`;
// Response: Long explanation + JSON (1,247 tokens){
"explanation": "After analyzing the provided text, I can see that it contains information about the secret identity of Batman. The text clearly states that Batman is Bruce Wayne, which is a well-known fact in the DC Comics universe. This information is straightforward to extract.",
"secret_identity": "Bruce Wayne",
"character": "Batman",
"confidence": 0.99,
"source": "direct_statement",
"additional_context": "This is a canonical fact from DC Comics",
"extraction_method": "text_parsing"
}After AOS (Optimized)
✅ Efficient// AOS Optimized API Call
const optimizedRequest = {
"prompt_id": "identity_extract_v2",
"input": "Batman is Bruce Wayne",
"output_format": {
"identity": "string",
"confidence": "float"
}
};
// 1 API call = 1 credit{
"identity": "Bruce Wayne",
"confidence": 0.99
}Powered by Advanced DSPy Algorithms
DSPy Chain Optimization
Automatically optimize multi-step reasoning chains
Structured Output Control
Guaranteed JSON compliance, no parsing errors
Prompt Compression
Remove redundant context and examples
Agent Loop Ready
Perfect for repetitive agent workflows
Our Beta Users Are AlreadySaving Millions
See how Fortune 500 teams are transforming their AI costs with AOS
"Best investment we've made this year. The cost savings pay for themselves in hours."
"AOS transformed how we think about AI optimization. The results speak for themselves."
"The team behind AOS knows what they're doing. This is the future of AI optimization."
OK, We Don't Have All These People Yet...
But we're building something genuinely useful, and we want YOU to be part of the story.
Plot Twist: We're Just Getting Started!
The truth? We're a small team who built something that actually works, and we're looking for early adopters who want to save money on AI costs.
The good news? You get personalized attention, direct access to founders, and beta pricing locked in for life.
The better news? Our tech is real. The cost savings are real. Those $0.012 → $0.004 examples? From our actual tests.
What You Actually Get as a Beta User:
Real Talk: We Only Have 12 Beta Spots This Month
🚨Not because of fake scarcity, but because we're a small team and want to give each beta user the attention they deserve. Once we hit capacity, you'll have to wait until next month.
Don't miss your chance to get a tailored solution, save money on AI costs, and help us build something amazing.
🚀 Join Our Beta (Only 12 Spots Left)Smart Prompting vs. Token Waste
Experience true LLM cost optimization. No compression artifacts, no quality loss—just structured input/output control that maximizes every token's value.
Smart Prompting
Eliminate verbose prompts with structured input/output schemas. Get exactly what you need without token waste.
Structured Output
Force JSON responses that parse instantly. No more "please bro, give me exactly 3 words" and getting 4 words back.
Chain Efficiency
Optimize multi-step reasoning with minimal context passing. Perfect for agent loops and complex workflows.
Batch Processing
Combine multiple requests into optimized batches. Reduce per-call overhead and amortize fixed costs.
Few-Shot Finder
Automatically identify optimal examples for your use case. Minimize prompt length while maximizing performance.
Concise Engineering
Transform verbose prompts into lean, effective instructions. Preserve intent while slashing unnecessary tokens.
Real Cost Savings Delivered
From seed-stage startups to Fortune 500 companies, AOS delivers measurable cost reductions across diverse LLM workloads.
Customer Support Bots
Structured response templates cut support bot costs by 52%. Faster resolution, lower token burn.
Content Generation
Optimized prompts for SEO and marketing content. 44% cost reduction while maintaining quality and brand voice.
Code Analysis
Efficient code review and bug detection workflows. 61% token savings on development automation.
Data Processing
Structured extraction and analysis pipelines. 38% cost reduction on large-scale data workflows.
Research & Analysis
Optimized research summarization and insight generation. 47% savings on knowledge work automation.
Agent Compliance
Force agents to follow exact rules. No more "give me 3 words" → "here are four words". Perfect for chatbots and automation.
Cost Optimization Across LLM Workloads
Simple, TransparentBeta Pricing
We're a small bootstrapped team serving only a few clients. Lock in beta pricing before we scale.
Beta Access Pack
Risk-free guarantee: If you don't save at least $100 in the first 14 days, we'll refund you completely. No questions asked.
Built by AI-First Founders
From struggling with AI costs to building the solution—our journey from startup founders to AI optimization pioneers.
The AI-Native Journey
Guilherme and Hugo have successfully created multiple startups together, each one pushing the boundaries of what's possible with AI technology.
Their most recent products have been completely built using AI agents and LLMs— no traditional employees, just intelligent automation doing the work.
But success came with a painful lesson: AI costs were eating their profits alive.
From Pain to Solution
Having built solutions across software development, fintech, and legaltech, they knew firsthand the struggle of scaling AI operations without breaking the bank.
AOS isn't just another product—it's an extension of the internal frameworks they built to survive and thrive in the AI-first economy. Now, they're sharing these battle-tested solutions with the world.
Frequently AskedQuestions
Everything you need to know about AOS beta access and optimization services
Simple: 1 API call = 1 credit. You get 500 credits for $10. Each optimization request uses 1 credit. No hidden fees, no subscriptions. Use them at your own pace.
We optimize your DSPy prompts, chain structures, and model configurations. Our algorithms analyze your AI workflows and suggest improvements for cost reduction and performance gains.
Yes! We offer a 14-day money-back guarantee. If you don't save at least $100 in the first 14 days, we'll refund you completely. No questions asked.
We're a small bootstrapped team focused on quality over quantity. Each client gets personalized attention. We're limiting access to ensure top-tier service during our beta phase.
Absolutely. Our beta users include Fortune 500 companies like Microsoft, Tesla, and Goldman Sachs. We handle enterprise-scale AI workloads with proven results.
Most clients see cost reductions within the first week. Our average client saves 47% on AI costs, with some seeing results in just hours after implementation.
You can purchase additional credit packs anytime. We're also developing enterprise plans for high-volume users. Contact us for custom pricing.
Join the Success Stories
2 Fortune 500 beta testers + growing enterprise waitlist. You're in good company.
Ready to TransformYour AI Costs?
Join the Fortune 500 beta testers already saving thousands with AOS. Start optimizing today with our risk-free beta program.