> For the complete documentation index, see [llms.txt](https://fortuna-finance-1.gitbook.io/documentation/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://fortuna-finance-1.gitbook.io/documentation/a.i-yield-aggregator/how-does-it-work/expansion.md).

# Expansion

The goal is to find the balance between higher yields and well-managed calculated risk . Our analysis confidently suggests that by incorporating a broader range of DeFi strategies, including investing in pools with various asset rewards, we can potentially generate a double-digit APY, while still maintaining a minimal risk profile. Using kNN + NBC to determine the better pool will require a very thorough analysis and testing , but it is our belief that eventually it would find success in determining than if an intrinsic value of a pool is either overestimated in a certain way or underestimated in a certain way, that would be the key to finding the optimal yield generating opportunity .

## “Our goal is to make Fortuna the platform where optimal yields are a standard , not an exception ”