OCM · Optimized Credit Risk Mitigation

OCM optimizes the allocation of collateral values.

In large credit portfolios, exposures are frequently connected through multiple items of collateral, forming webs of cross-collateralized credit. Exposures include loans as well as off-balance-sheet items such as undrawn credit commitments.

Declarations of purpose specify which collateral values may be assigned to which exposures. These assignments determine the structure of the web and create different options for allocating collateral values.

What OCM doesOCM is a mathematical method that optimally allocates collateral values for cross-collateralized credit in order to minimize RWA.

OCM does not alter the bank's assignments. It optimizes the allocation of collateral values within each web of cross-collateralized credit.

How the optimization task arises
Since 2002in production
More than €600 billiontotal credit volume processed by OCM on an ongoing basis
More than 15,000declarations of purpose in the largest webs of cross-collateralized credit

Cross-Collateralized Credit

Declarations of purpose form the web of cross-collateralized credit.

Limited and broad purpose agreements define the connections between exposures and collateral. OCM does not alter these assignments. It optimizes the allocation of collateral values within each web of cross-collateralized credit.

Isolated collateral-to-credit assignment

Calculable, but without scope for allocation

OCM offsets the collateral value against the credit, but there is no alternative allocation of values.

Fixed assignment of one exposure to one item of collateralOne exposure is assigned to exactly one item of collateral. There is no scope for allocation.E1C1fixed assignment
Heterogeneous entire web

Different allocations of collateral values

Several exposures of one borrower and multiple items of collateral are connected differently by limited and broad purpose agreements. Each offset of a collateral value affects credit risk mitigation across the entire web. OCM therefore optimizes credit risk mitigation across the entire web.

Heterogeneous web of cross-collateralized creditThree exposures of one borrower are connected to three items of collateral. A broad purpose agreement connects the first item of collateral to all three exposures. Limited purpose agreements connect the other items of collateral to individual exposures.E1E2E3C1C2C3ExposuresCollateral
limited purpose agreementbroad purpose agreement
The structure of the entire web is decisive.

Many limited purpose agreements do not rule out optimization. OCM is particularly effective in heterogeneous webs with different connections. If all purpose agreements are broad, however, every exposure is connected to every item of collateral. In such a fully connected web, the sequence in which collateral values are offset is irrelevant in an unweighted analysis. For an RWA assessment, it is sufficient to offset the individual collateral values in descending order of the reduction of RWA they produce. Such a fully connected web does not require complex optimization of its connection structure.

What OCM calculates

From initial RWA to optimized RWA after credit risk mitigation.

OCM optimizes the relevant webs of cross-collateralized credit using either the regulatory risk parameters of the selected approach or internal risk parameters provided by the institution.

Initial assessment

RWA before allocation

OCM calculates the initial RWA of all exposures included in the calculation using the relevant risk factors.

Mathematical optimization

Optimal allocation across the entire web

OCM assesses the effect of eligible collateral values across the web and determines the allocation with the lowest RWA under CRR III rules or the institution's internal criteria.

Transparent results

RWA after credit risk mitigation

OCM reports the optimal offsetting, the collateralized and uncollateralized shares, and RWA before and after credit risk mitigation.

Which parameters affect the result?

OCM takes into account the risk factors and eligible collateral values relevant to each offset. These include volatility adjustments for securities used as collateral as well as adjustments for currency and maturity mismatches.

CRR III in OCM

The CRR III rules relevant to the allocation of collateral values are implemented in OCM for the Standardized Approach, the Foundation IRB Approach, and the Advanced IRB Approach. For CRR III calculations, OCM assesses and optimizes the relevant webs using the parameters of the selected regulatory approach.

The economic lever

The OCM effect begins with a comparison against the existing method.

OCM's additional effect can be measured directly. It is the difference between RWA after the allocation currently in use and RWA after OCM's mathematically optimal allocation.

Consistent basis for comparison

From a heuristic result to the measurable OCM effect

Existing methodRWA after heuristic allocation

Starting value produced by the alternative method actually in use

OCMRWA after optimal allocation

Result for the same web and the same parameters

Measurable additional effectAdditional reduction of RWA

The additional reduction of RWA achieved by optimal allocation compared with the heuristic method

Calculated capital effectAdditional reduction of RWA × binding capital ratio

This result is not profit. Economic benefits arise only from the institution's use of the additional capital and balance-sheet capacity, for example for additional lending. Funding, liquidity, risk costs, operating costs, and the cost of OCM must also be included in a reliable economic assessment.

Parameter-driven flexibility

The same web. Different professional questions.

The mathematical method remains the same. Regulatory reporting uses the parameters of the selected regulatory approach. For controlling, credit applications, and other institution-specific analyses, the institution can provide its own risk factors.

Regulatory reporting

For regulatory reporting, RWA is calculated under the selected regulatory approach.

For regulatory reporting, OCM uses the parameters of the Standardized Approach, the Foundation IRB Approach, or the Advanced IRB Approach and minimizes RWA in accordance with CRR III rules.

Credit risk controlling

How does the institution assess the web using its own criteria?

Institution-defined or more conservative risk factors support an internal assessment that may deliberately differ from the regulatory view.

Credit application and amendment

How does new business affect the entire web?

The risk effect of a new or expanded credit exposure can be assessed together with the borrower's existing exposures and the relevant portfolio. In the simulation run, OCM re-evaluates and optimizes the affected web of cross-collateralized credit.

Transparent results

The optimum remains fully traceable.

Demonstrating a low RWA is not sufficient. The institution must be able to see how the credit risk mitigation was achieved and at which levels it takes effect.

For each offsetCredit being offset, collateral, amount of collateral value offset against the credit, and RWA before and after credit risk mitigation
For each creditCollateralized and uncollateralized shares and remaining RWA
For each item of collateralUsed and unused portions of the collateral value available for offsetting
Depending on the approachEffective LGD and additional credit risk mitigation metrics
AggregatedResults for each web of cross-collateralized credit, counterparty, borrower unit, specific portfolio, and the entire credit population processed in the OCM run
The benefit

OCM turns the mathematical optimum into a verifiable calculation result. The information is available at the required levels for regulatory reporting, controlling, simulations, and downstream systems.

Professional exchange

Do you have questions about complex webs of cross-collateralized credit or OCM?

Email or call us. We will be pleased to discuss your specific requirements.