Slash Your AI Costs by 40-75%

Revolutionary Cortex Meta-Language and Provider-Independent Core transform AI processing. Generate complete answers across 400+ models without vendor lock-in.

3-Stage Pipeline

Real-time Analytics

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The Problem

Without an observability layer, LLM costs spiral out of control. Multiple providers, inefficient prompts, and redundant calls quickly bloat your bill.

Costs increasing rapidly

Intelligent Routing

CostKatana's Gateway intercepts requests and routes them to faster, cheaper alternatives that meet your quality requirements.

Instant cost savings

Semantic Caching

Duplicate requests are served directly from our semantic cache instead of hitting the provider again.

$0 cost, near-instant response

Prompt Firewall

Malicious prompts are detected and blocked before reaching the LLM, preventing data exfiltration and costly API calls.

Security + cost protection

Full Observability

See everything in one place. Rich analytics help you understand AI spend, track performance, and find optimization opportunities.

Complete visibility

AI Usage Invoice

Total Cost

$0.00

AI Providers

Revolutionary Technology

Meet Cortex

The world's first AI meta-language that achieves 40-75% token reduction through revolutionary LISP-based answer generation.

Traditional AI

User Query → AI Model → Response

• Only 5% optimization potential

• Prompt compression only

• High token waste

• Limited cost savings

Cortex Meta-Language

User Query → Encoder → Core Processor → Decoder → Optimized Response

• 40-75% token reduction

• Complete answer generation in LISP

• AI-powered instruction generation

• Real-time optimization analytics

• Advanced AI core processing

• Context-aware optimization

• Semantic integrity preservation

• Universal compatibility

TerminalCortex CLI

$ npm install -g cost-katana-cli
✓ Successfully installed cost-katana-cli@latest
$ cost-katana optimize --cortex --input "Write a complete REST API"
⚡ Cortex Meta-Language Processing...
✓ Answer generated with 89% token reduction
$ Cost savings: $0.45 per request
→ Semantic integrity: 96%
$ cost-katana --version
cost-katana-cli v2.1.0 | Cortex enabled ✓
█

cost-katanaJavaScript

const response = await gateway.openai({
  model: 'gpt-4o-mini',
  messages: [{ 
    role: 'user', 
    content: 'Write a REST API in Node.js' 
  }]
}, {
  cortex: {
    enabled: true,
    mode: 'answer_generation',
    dynamicInstructions: true
  }
});

// 89% token reduction achieved!
console.log(response.metadata.cortex.tokenReduction);

cost-katanaPython

import cost_katana as ck

model = ck.GenerativeModel('claude-3-sonnet')
response = model.generate_content(
    "Implement binary search algorithm",
    cortex={
        'enabled': True,
        'mode': 'answer_generation',
        'dynamic_instructions': True
    }
)

# Massive savings with complete code generation
print(f"Savings: {response.cortex_metadata.cost_savings}")

Performance Comparison

Without Cortex vs With Cortex

See the dramatic difference Cortex Meta-Language makes in your AI operations

Without Cortex

Traditional AI Processing

Token Efficiency

20%

Cost per Request$0.50 - $2.00

Processing Speed3-8 seconds

Optimization Potential5-15%

Limitations:

High token waste in responses

Verbose, unoptimized outputs

Limited semantic compression

No intelligent answer generation

Unpredictable costs

With Cortex

Revolutionary Meta-Language

Token Efficiency

95%

Cost per Request$0.05 - $0.25

Processing Speed0.5-2 seconds

Optimization Potential40-75%

Advantages:

LISP-based answer generation

Semantic compression technology

3-stage optimization pipeline

AI-powered instruction generation

Predictable, massive cost savings

Key Performance Metrics

10x

Higher Costs

Without Cortex

95%

Token Reduction

With Cortex

5-8s

Response Time

Traditional

0.5-2s

Response Time

Cortex Optimized

Real-World Example

❌ Traditional Approach

Query: "Write a REST API in Node.js"

• Input tokens: 12

• Output tokens: 2,847 (verbose response)

• Processing time: 6.2 seconds

• Total cost: $1.85

✅ Cortex Approach

Same Query: "Write a REST API in Node.js"

• Input tokens: 12

• Output tokens: 142 (optimized LISP)

• Processing time: 1.1 seconds

• Total cost: $0.09

40-75% Cost Reduction • 5x Faster • Same Quality

Ready to Experience Cortex?

Join the AI revolution and slash your costs by up to 95%

Try Cortex Free

Real-Time Dashboard
That Saves You Money

Monitor your AI costs in real-time, identify optimization opportunities, and watch your savings grow with our intelligent dashboard.

Up to 70% Cost Reduction

Track your AI spending patterns and discover automatic optimization opportunities that can slash your costs by up to 70% without sacrificing performance.

Live Analytics

Get instant insights into your AI usage patterns, model performance, and cost breakdowns with beautiful, interactive charts and real-time updates.

AI-Powered Insights

Receive intelligent recommendations for model selection, prompt optimization, and resource allocation based on your specific usage patterns.

See Your Dashboard in Action

Start monitoring and optimizing your AI costs today

Try Dashboard Free

Multiple SDKs, One Platform

Integrate CostKatana into your workflow with our comprehensive SDKs. Python, JavaScript, CLI tools - choose your preferred language and start optimizing AI costs. Choose your language and start optimizing.

Intelligent Gateway - Smart Routing

ACTIVE

Intelligent routing to cheaper models that meet quality requirements - instant cost savings

JavaScriptcost-katananpm install cost-katananpm cost-katana