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\[ Adaptive inference \]

# From Proprietary Data to  
Proprietary Intelligence

We work with small consulting teams around the world to implement AI in their organizations. With every team, without fail, we find the same problem: connecting tools isn't enough. Immense amounts of organizational know-how live in the heads of your employees, completely out of reach of email, Google Drive, or any integration.

How your analyst formats a client deck. Which assumptions your associate always double-checks. The way your team actually prices a deal versus what the playbook says. None of that lives in a document. It lives in behavior.

When you enable Maniac Inference, you enable a model that learns from how your employees actually do work. That knowledge gets baked into the model, turning Maniac from an AI tool into the must-have knowledge engine your business needs to keep growing fast.

[Talk to Sales](/book-demo)

\[ Why this matters \]

## Own Your Model.  
Own Your Intelligence.

Every company will rent the same frontier APIs. With Maniac, the model builds itself as your employees use it, and that intelligence becomes yours.

\[ How it works \]

## The model builds itself  
as your team works.

1.  01
    
    Your team works, Maniac learns
    
    Employees connect their tools and do their jobs. Maniac picks up the patterns behind what works.
    
2.  02
    
    Post-train in the background
    
    State-of-the-art training runs continuously on real workflow data. No disruption.
    
3.  03
    
    Deploy a better model at lower cost
    
    Route to the model that wins on quality and cost. Your owned model keeps improving.
    

\[ Cost \]

## Spend thousands on your  
own model. Not millions  
on someone else's.

Start with frontier APIs. Then let Maniac post-train and compress toward the model that delivers the best outcome at the lowest cost. Built by and for your employees.

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*Maniac, High throughput background agents. Opus-quality outputs at 1/50 of the cost. Learn more at [maniac.ai](https://www.maniac.ai).*