Allowance for Expected
Credit Loss (CECL)

Easily perform CECL-compliant allowance calculations and reporting, including PD/loss curve models, forecasts, and disclosure reports.

Visible Equity provides comprehensive, intuitive ALLL / CECL software that allows a user to easily segment their portfolio, analyze individual loans for impairment and expected loss, collectively review loans using CECL-compliant loss rate methods, incorporate qualitative and environmental factors and reasonable and supportable forecasts, run stress test scenarios, and instantly produce a comprehensive suite of reports and disclosures.

Custom Segmenting

With Visible Equity software it is easy to create custom segments and classes for use in your allowance analysis and reporting. Whether you're looking forward to new CECL requirements or performing more traditional allowance calculations, properly segmenting your portfolio forms the basis for solid analysis.

Individually Review

While the focus on CECL is clearly on collectively review methods, any asset that does not share similar risk characteristics with a suitable class should be reviewed on an individual basis using either discounted cash flow, fair value less cost to sell, or other appropriate loss estimation methods.

Collectively Review

One of the biggest changes CECL will bring to your allowance calculations is to use “life of loan” loss methods, instead of a more traditional 1-yr charge-off ratio.

Visible Equity provides the following CECL compliant life of loan loss methods:

Static Pool

Static Pool is the simplest of CECL methods Visible Equity offers, but sometimes the simplest solution is the best solution. The Static Pool method goes back in time and creates a static pool. The loss rate is calculated by taking the losses from the pool, divided by the starting balance of the pool.


The Vintage method uses your historical data, just like static pool, but puts a finer point on the calculation. The vintage method calculates a different loss rate for each vintage (typically origination year) and each future period of the loan’s life. Loss rates are calculated by segmenting the portfolio into vintages and dividing historical losses by the appropriate balance and then weighting the results.

Probability of Default (PD)

Our Probability of Default models are simply awesome. With different models for each asset type (residential mortgages, home equity lines of credit, credit cards, auto loans, student loans, commercial real estate, commercial and industrial loans, etc.), our models are the most elegant solution to CECL requirements on the market today.
Our PD models seamlessly incorporate collateral values, key economic variables, including reasonable and supportable forecasts, and loan and borrower level attributes, to estimate losses over the life of the asset. The best part is you don’t need a lot of historical data because we have built the models for you!

Discounted Cash Flow (w/ PD)

Our Discounted Cash Flow models takes discounted cash flow (DCF) analysis to a new level. Instead of relying on loss rates to estimate the portion of cash flows that won’t be collected we use our state of the art PD models. Cash flows are estimated for each future period of a loan’s life by estimating the probability of default, the probability of prepaying, and the probability of staying active. The results of each loan’s analysis are rolled up to arrive at the expected cash flows for the portfolio.

We also provide traditional charge-off ratios for easy comparison between current allowance methodologies and CECL compliant methodologies.

Qualitative and Environmental
Factors (Q&E)

Visible Equity makes it easy to adjust base loss rates by standard or custom Q&E factors. Factors such as changes in Policies, Economic Conditions, Loan Mix, Delinquency/ Charge-off Trends, and the Competitive Landscape are just a few of the factors you can use in your analysis.

Forecast Factors

Another big change CECL brings to the allowance calculation is the requirement to consider “reasonable and supportable” economic forecasts. With our PD model, forecasts are already included. With other loss methods we make it easy to adjust base loss rates to satisfy this new requirement.

Expected Loss Simulations

Visible Equity has been performing expected loss modeling long before CECL was first introduced. By combining probability of default with loss given default and simulating results, Visible Equity provides you with key insights into the likelihood of certain loss events occurring and how these events affect your expected losses.

Stress Testing

Want to see the impact changes in collateral values, credit scores, or other variables have on your expected loss? We make it easy to shock your portfolio and see the results in real time. Armed with this information you can appropriately plan to withstand whatever stress scenarios come your way.

Reports and Disclosures

CECL requires an institution to report on the credit risk inherent in the portfolio and how management monitors credit quality, management’s expectation of credit losses, and changes that have occurred in the expected credit losses during the reporting period.

Imagine producing a complete set of allowance reports with just a few clicks of the mouse? Imagine being able to easily compare your current methodology with an unlimited variety of CECL complaint methods? With Visible Equity we make this dream a reality.

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