> ## Documentation Index
> Fetch the complete documentation index at: https://zyfai.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Risk Framework

Zyfai provides an independent risk assessment layer for DeFi yield strategies. Every pool available to Zyfai Agents has been assessed across three dimensions:

* Protocol-level risks
* Collateral-level risks
* Pool-level risks

This framework governs which opportunities your Agent can access and how they are continuously monitored after integration.

<Info title="📖 Explore">
  Live risk data: [risk.zyf.ai](https://risk.zyf.ai/)
</Info>

<img src="https://mintcdn.com/zyfai/p7wzrUqxssDDJN81/img/product/risk-framework-img1.jpeg?fit=max&auto=format&n=p7wzrUqxssDDJN81&q=85&s=b7a4ef8c760273cdc66aad9df0073051" alt="risk-framework-img1" width="1290" height="931" data-path="img/product/risk-framework-img1.jpeg" />

***

## Strategy Tiers

Pools are classified into three risk-tiered strategies. Return expectations are averaged across market cycles on an approximate 3-year time horizon.

### Conservative

**Target native return (excluding incentives): 5–8%**

The Conservative strategy allocates exclusively to the most liquid, battle-tested pools and protocols. It prioritizes capital preservation above all else.

**Key constraints:**

* USDC only: no collateral swaps, no dual-LP positions requiring stablecoin swaps
* No principal tokens (PT)
* Protocol must have \$100M+ TVL and 36+ months live
* Pool TVL ≥ \$1M, liquidity ≥ \$500K
* No Leverage or Looping

**Collateral thresholds:**

| Asset Type                    | Min. Backing | Additional Requirements          |
| ----------------------------- | ------------ | -------------------------------- |
| Stable assets                 | >100%        | No depeg (≥0.5%) in 6 months     |
| BTC / ETH / Offchain volatile | >125%        | Market cap > \$100M              |
| Alts                          | >140%        | Liquidity > \$25M, 7d vol > \$1M |

### Aggressive

**Target native return (excluding incentives): 8–14%**

The Aggressive strategy includes all Conservative criteria with relaxed thresholds, opening access to higher-yielding opportunities with riskier collaterals and principal tokens.

**Key differences from Conservative:**

* Riskier collaterals and principal tokens (PT) are permitted
* Protocol must have \$25M+ TVL and 12+ months live
* Pool TVL ≥ \$250K, liquidity ≥ \$100K

**Collateral thresholds:**

| Asset Type                    | Min. Backing | Additional Requirements           |
| ----------------------------- | ------------ | --------------------------------- |
| Stable assets                 | >100%        | No depeg (≥5%) in 6 months        |
| BTC / ETH / Offchain volatile | >115%        | Market cap > \$30M                |
| Alts                          | >130%        | Liquidity > \$3M, 7d vol > \$300K |

### Yield Maxxing

**Target native return (excluding incentives): 10–18%**

The Yield Maxxing strategy includes all Conservative and Aggressive pools with async vaults (ERC-7540) added, subject to withdrawal period of 72 hours.

**Key differences from Conservative and Aggressive:**

* Includes async vaults (ERC-7540)
* Protocol must have \$10M+ TVL and 12+ months live
* Pool TVL ≥ \$100K, liquidity ≥ \$50K

**Collateral thresholds:**

| Asset Type                    | Min. Backing | Additional Requirements    |
| ----------------------------- | ------------ | -------------------------- |
| Stable assets                 | >100%        | No depeg (≥5%) in 6 months |
| BTC / ETH / Offchain volatile | >100%        | Market cap > \$20M         |
| Alts                          | >100%        | Liquidity > \$1M           |

For more on how strategies are selected and customized, see the [Yield Strategies](/docs/product/intelligence/strategies) page.

***

## Whitelisting Process

Before any pool is made available on Zyfai, it must pass through a structured whitelisting process covering the protocol, its collaterals, and the individual pool.

### Protocol Whitelisting

Each new protocol undergoes a comprehensive due diligence review.

**Technical Risks**

* Smart contracts audited by multiple renowned audit firms
* Audit less than 1 year old, or code unchanged since last audit
* No unresolved critical findings
* Use of tier-1 oracles (e.g. Chainlink, Pyth): no reliance on single DEX TWAP
* Exploit history reviewed; zero exploits in the past 12 months

**Operational Risks**

* Team has a relevant DeFi track record
* Active development (GitHub commits in the last 30 days)
* Multisig with ≥5 signers, ≥3 required: no single individual can rug
* Governance token distributed (top 10 holders \< 50%)

**Economic Risks**

* Source of yield assessed: sustainable fee-based models preferred over temporary incentives
* Can exit 100% of position with \< 3% slippage
* Pool is permissionless: no withdrawal queue, no NAV calculation
* For lending pools: exposure limited to whitelisted collaterals only

**Lindy Effect**

Protocols must meet minimum age and TVL thresholds corresponding to the target strategy tier:

* Conservative requires 36 months live and \$100M TVL
* Aggressive requires 12 months live and \$25M TVL.

### Collateral Whitelisting

Each collateral asset accepted in a lending pool is independently assessed. Data sources include CoinGecko, Chainlink/Pyth price feeds, GeckoTerminal/DexScreener, and official protocol documentation.

The assessment covers backing ratios, price stability (depeg history), market capitalisation, onchain liquidity, and trading volume. Specific thresholds differ by strategy tier as outlined above.

### Pool Identification

New pool opportunities are identified and reviewed on a daily basis. Each pool must meet the TVL and liquidity thresholds of its target strategy and must be hosted on an already-whitelisted protocol with whitelisted collaterals.

<img src="https://mintcdn.com/zyfai/p7wzrUqxssDDJN81/img/product/risk-framework-img2.jpeg?fit=max&auto=format&n=p7wzrUqxssDDJN81&q=85&s=931d7bcb1ebe3bef17c18632ed73df54" alt="risk-framework-img1" width="1290" height="1151" data-path="img/product/risk-framework-img2.jpeg" />

***

## Continuous Monitoring

Once a pool is live on Zyfai, it enters a continuous monitoring pipeline. These checks run automatically and are visible on the [Risk Dashboard](https://risk.zyf.ai/).

### Collateral Monitoring

All collateral whitelisting criteria are re-evaluated on a monthly basis. In addition, the following events are continuously monitored:

* **Stablecoin depeg events:** real-time detection of peg deviations for both base assets and collateral stablecoins in lending pools
* **New collateral additions:** when a curator whitelists a new collateral, it is automatically flagged and reviewed against listing criteria (liquidity, peg stability, backing)

<img src="https://mintcdn.com/zyfai/p7wzrUqxssDDJN81/img/product/risk-framework-img3.jpeg?fit=max&auto=format&n=p7wzrUqxssDDJN81&q=85&s=383b4203e69f8fe45b9b39a56ac3d17d" alt="risk-framework-img1" width="1526" height="1278" data-path="img/product/risk-framework-img3.jpeg" />

### Pool Monitoring

* **APY stability:** flagged if the level falls outside 3σ of the 14-day rolling mean
* **TVL stability:** flagged if there is a 40% drawdown from the 30-day high
* **Combined APY + TVL check:** flagged if APY deviates by 2σ and TVL draws down 20% simultaneously
* **Utilisation and kink levels:** monitors interest rate model state to flag pools approaching the kink (sudden APY drops, potential withdrawal difficulty)
* **Liquidity vs. Zyfai TVL:** ensures Zyfai's exposure remains a safe fraction of available pool liquidity
* **Strategy classification review:** ongoing assessment that each pool is correctly categorized as Conservative or Aggressive

### Vault Structure Review

For protocols with hierarchical vault structures (e.g. Morpho curators), the complete allocation hierarchy is mapped: which underlying markets each vault allocates to, which collaterals are accepted, and how capital flows through the structure. This is reviewed continuously as curators adjust allocations.

***

## Risk Alerts

Zyfai provides real-time risk intelligence notifications covering the following events:

* Depeg event on the base asset
* Liquidity trap issue
* Pool not live
