> For the complete documentation index, see [llms.txt](https://docs.neko.fun/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.neko.fun/features/key-offerings/earn.md).

# Earn

### Earn Function of Neko

Neko Earn makes sophisticated yield generation effortless through AI-powered structured products built on HyperEVM. Participate in **ambient finance** – deposit your assets and let Neko’s intelligence handle the rest.

## What It Is

Neko provides access to sophisticated yield generation strategies through the Neko Vault architecture, leveraging secure industry-standard Morpho V2 Vaults. Vaults also leverage custom Universal Adapter logic to integrate with any whitelisted smart contracts defined in the strategy.

## The Neko Intelligence Edge

These aren’t static vaults. Each strategy is dynamic and actively coordinated by **Neko’s Multi-Agent Systems.** Behind the scenes, these agents employ:

{% hint style="info" %}

* **Advanced Context Engineering:** Continuously analyzing data from the data-pipelining system (subgraphs, APIs, and cadence mechanisms) to allow the multi-agent system to reason and execute strategy rebalancing based on current market conditions.
* **Automated Execution:** Intelligently interacting with HyperEVM protocols to manage assets, harvest rewards, and execute strategy adjustments.
* **Proactive Risk Management:** Monitoring conditions via Hypernative for real-time smart contract and oracle security to help ensure user funds are not being attacked.
  {% endhint %}

## Your Benefit

{% hint style="success" %}

* **Optimized Yield:** Leverage AI designed to enhance returns while managing risk.
* **Auto-Compounding:** Earnings are automatically reinvested to maximize growth — no manual claiming needed.
* **Set-and-Forget:** Deposit your chosen asset once and let Neko’s AI agents manage the complexities 24/7. These agents can capture and execute upon financial alpha more proficiently than human curators, generating more real yield.
  {% endhint %}

## Future Development

<details>

<summary>Future development plans</summary>

As Neko builds more proprietary data of active and successful DeFAI strategies, there can be fine-tuned SLMs optimized on a DeFi-protocol basis. These will continuously analyze data to refine strategies for potentially higher, risk-adjusted returns and improved performance.

</details>


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