Credit Insights
Overview
Section titled “Overview”Credit Insights is Qaay’s real-time credit risk control interface, designed to protect user collateral and maintain borrowing stability. It brings key credit metrics into a single dashboard, allowing users to quickly assess borrowing exposure, collateral sufficiency, and liquidation risk.
Credit Insights presents Credit Limit, principal exposure, collateral allocation, and liquidation thresholds in one view, making complex credit mechanics actionable. It serves as both a dashboard and an active risk-governance tool within the Qaay Engine.
Credit Insights updates continuously through Qaay Oracle’s pricing infrastructure. All values, such as collateral valuation, Credit Limit, and liquidation thresholds, reflect live market conditions. This ensures users always operate with current data.
The module provides actionable visibility, allowing users to determine if they are within a safe margin, nearing a warning threshold, or entering a critical risk state that requires immediate action.
Key Concepts
Section titled “Key Concepts”| Available to Borrow | The maximum additional credit available is based on current Flexible collateral valuation and risk parameters. |
|---|---|
| Outstanding Loan Amount | The total active principal debt denominated in USD. |
| Credit Wallet value | The aggregated USD value of all assets held in the Account Credit Line. |
| Liquidation Threshold | The minimum Flexible collateral value required to maintain system-defined safety thresholds. |
| Red Zone Threshold | The predefined collateral ratio is applied to determine the minimum required coverage. |
| Value | The actual Credit Limit generated by a specific asset, calculated as: Asset Market Value × LTV Percent. |
| LTV | The maximum borrowing percentage allowed for each collateral asset. It defines what portion of that asset’s market value may be used to generate Credit Limit. |
| Credit Score | A real-time credit health indicator based on the relationship between Outstanding Loan and the total Credit Line Value. A higher Credit Score reflects a healthier credit position, while a lower Credit Score reflects increased risk. |
| Health Status | The qualitative classification of credit condition (Excellent, Healthy, Warning, or Critical). |
| Warning Zone | A warning-level status indicating elevated but manageable risk. |
| Critical Zone | A critical risk status activates automated protection mechanisms. |
| Deposit | A function allowing collateral reinforcement within the Account Credit Line. |
| Repay | A function allowing principal reduction to improve credit positioning. |
How Credit Insights Works
Section titled “How Credit Insights Works”Credit Insights operates as an integrated component of the Qaay Engine, powered by Qaay Oracle. The Oracle continuously evaluates collateral values, market price feeds, volatility indicators, and debt ratios to maintain systemic equilibrium.
The Liquidation Threshold is derived through a deterministic risk formula:
Liquidation Threshold = Outstanding Loan / Red Zone or Critical Zone Percentage * 100
This calculation sets the minimum Flexible collateral required to maintain a secure credit position.
For example, if a user borrows $1,000 and the Red Zone threshold is set to 130%, the user must maintain at least $1,300 in aggregated collateral value within the Account Credit Line.
Qaay Oracle evaluates collateral regardless of asset type, considering only the total USD value of all eligible assets. This ensures risk evaluation is based solely on value coverage.
Credit Insights lists each collateral asset with its real-time valuation and borrowing ratio (LTV Percent), providing users with clear insight into how each asset affects their credit capacity and overall risk profile.
The module links borrowing functions with risk management enforcement on the platform.
To maintain a stable credit position, the total Flexible collateral value must always remain above the Liquidation Threshold.
Collateral valuation is continuously updated with live market data from Qaay Prism. As collateral values change, Available to Borrow and the displayed Credit Score adjust automatically, even if the Outstanding Loan remains unchanged. If collateral coverage weakens, the displayed Credit Score may decrease, and the account may move toward a weaker Credit Status.
Each asset’s contribution to Available to Borrow depends on its LTV Percent. Assets with lower LTVs provide less Credit Limit. Total borrowing eligibility reflects the combined weighted value of all collateral assets.
If Credit Status enters the Warning range, the system issues a warning notification. At this stage, users retain full control and may stabilize their position by adding collateral or reducing the Outstanding Loan.
In the Warning status, the account is not liquidated, and automatic collateral liquidation is not triggered. If the user does not take corrective action and the status deteriorates to the Critical range, the system will automatically transfer the required assets from Savings to the Account Credit Line to reinforce the collateral position.
If sufficient assets are not available across the user’s accounts, the automatic liquidation process will be initiated. (Note: In the event of liquidation, an applicable ‘auto transfer fee’ as well as an administration fee will be applied.)
If the position is not stabilized before entering the Critical zone, automated intervention will begin.
Users should monitor their position, especially during periods of high market volatility, as rapid price movements may affect Flexible collateral coverage thresholds.
When an account enters the Critical zone, Qaay Oracle activates a multi-layered automated stabilization sequence to protect both user capital and system integrity.
The intervention follows defined stages.
First, any available balance, up to the amount required to restore the account to good standing, will be automatically transferred from the user’s Savings account to the Credit Line account to reinforce Flexible collateral coverage. This internal reallocation occurs without external transaction execution and serves as the initial protective buffer.
If the position remains under collateralized after internal rebalancing, the system initiates proportional liquidation of collateral assets. Asset liquidation occurs incrementally rather than in full, minimizing disruption while restoring system-defined safety parameters.
Liquidation priority is determined by internal risk logic, with the objective of restoring the Credit Score to a system-defined stabilization threshold.
This automated process continues until the user’s Credit Score reaches the predefined safe threshold, as calculated by the governing formula. Once this threshold is achieved, automated actions stop, and any remaining assets remain fully active and accessible.
This layered mechanism ensures orderly risk containment during volatile market conditions without triggering unnecessary full liquidation.
Best Practices
Section titled “Best Practices”Credit Insights should be used as a continuous risk-monitoring framework rather than a passive display panel.
Maintaining a collateral buffer above the Red Zone threshold significantly reduces the likelihood of automated intervention. Operating close to the Liquidation Threshold increases sensitivity to minor market fluctuations.
Entering the Warning zone is an early-stage signal, not an immediate failure. Proactive correction at this stage preserves capital efficiency and borrowing flexibility.
Qaay Oracle continuously monitors market conditions and dynamically evaluates each user’s Credit Score. When a position approaches elevated-risk thresholds, the system automatically issues warning notifications to inform the user of potential credit exposure. These notifications are generated by the platform’s risk-monitoring system and cannot be configured manually.
Entering the Critical zone indicates a structural imbalance between debt and collateral coverage. While the system protects user assets through controlled intervention, repeated entry into Critical status may signal excessive leverage or insufficient collateral management.
Diversified collateral allocation can reduce concentration risk, since total USD value, not asset type, governs credit evaluation. However, high-volatility assets may cause faster fluctuations in risk ratios.
The architecture of Credit Insights reflects Qaay’s broader philosophy of dynamic credit governance: user autonomy under stable conditions and automated stabilization only when structural risk thresholds are reached.
Strategic monitoring, disciplined leverage management, and timely collateral adjustments are essential for preserving long-term Credit Limit within the Qaay ecosystem.
Credit Score operates independently of other platform classification systems. It does not affect the user’s Tier level or governance privileges within the Qaay ecosystem. Tier status and governance participation are determined through separate parameters and mechanisms within the platform.