> For the complete documentation index, see [llms.txt](https://cubic-2.gitbook.io/cubic-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://cubic-2.gitbook.io/cubic-docs/core-advantages/integrated-prediction-trading-model.md).

# Integrated Prediction–Trading Model

CubiC introduces a tightly coupled model where prediction and trading are no longer separate processes. In traditional systems, users must manually act on their insights, creating inefficiencies and delays.

With CubiC:

* Prediction inputs are **directly embedded into the trading engine**
* AI handles the transition from insight to execution in real time
* The system eliminates friction between **decision-making and market action**

This integration enables a more efficient and responsive environment, where **information is immediately converted into value-generating activity**.