Making AI responses better and cheaper.
Reduce the Cost of Every LLM Response by up to 40% with Our API Middleware. Optimize Your AI Usage and Save Money without Sacrificing Output Quality.
The Kepler
ACL is powered by Kepler, a proprietary optimization engine that guides how LLMs generate responses.
Kepler analyzes each request and dynamically controls how much the model should expand its output, It evaluates the complexity of each request and guides the model toward the most efficient generation strategy - Making AI responses better and cheaper.
Simple queries stay concise, while complex tasks receive the space they require.
The result is the same intelligence - with significantly fewer tokens.
Controlling Output Response Generation
Kepler analyzes each request in context and removes redundant phrasing while preserving full semantic meaning in output Tokens.
Many developers prefer writing clear documentation because overly long explanations often contain repeated ideas, unnecessary phrasing, and extra background details that do not actually add meaningful value to the final explanation. When documentation becomes too verbose, the important information becomes harder to read, understand, and quickly reference during development.
Drop-in Integration
Add ACL between your application and any LLM provider.
No prompt changes. No model retraining. No infrastructure changes.
api.fridayaicore.in/v1/optimize
{
"model":"gpt-4",
"messages": [
{ "role":"user", "content":"Analyze this production log file." }
]
}{
"response":"...optimized model output...",
"output_tokens_before":6794,
"output_tokens_after":3758
}$0.85 per 1M processed tokens · Works with OpenAI, Anthropic, Llama and other LLM providers
Use cases
Chat applications
Expand conversation history by 3x within the same context window. Process input to increase context quality.
Document processing
Process web scrapes, PDFs, and large documents without bloated inputs.
Code generation
Compress code context to fit more code into the same window. Process code to improve generation quality.
Research papers
Summarize lengthy research papers while preserving key findings and methodologies.
Ready to save?
Get started with the Adaptive Context Layer today!