Moody's and Allvue launch private credit risk model

Moody's Analytics and Allvue have launched a credit risk model for the private credit market designed to identify early signs of borrower stress.

The product, Moody's Analytics EDF-X Private Credit Model, combines Moody's credit analysis with de-identified borrower performance data from Allvue. It is intended for investors and lenders seeking earlier warnings of deterioration across private credit portfolios before stress appears in missed payments or defaults.

Private credit has expanded rapidly in recent years as non-bank lenders have taken a larger role in corporate financing. Moody's estimates the market will approach USD $4 trillion in assets by 2030, increasing demand for tools that can assess risk in a segment where information is often less standardised than in public debt markets.

Unlike listed credit markets, private credit usually does not provide broad access to published ratings, regular public financial disclosures, or transparent market pricing. That can leave investors relying on internal assessments that are harder to compare across borrowers, funds, and managers.

The new model is intended to address that gap by focusing on both hard and soft indicators of credit deterioration. It can flag signals such as covenant waivers and payment-in-kind arrangements, which may appear before payment failures or formal defaults.

The model complements Moody's existing credit risk products, which cover private companies across a wider range of lending markets. This version is calibrated directly to observed private credit performance rather than adapted from broader corporate lending data.

Allvue's contribution comes from performance data gathered through software used directly or through fund administrators by more than 1,000 private capital firms. The dataset used for the model is de-identified and governed so that no individual firm can be identified.

The model is available to customers of both companies through the Moody's Analytics EDF-X API. It can be used for portfolio monitoring, manager evaluation, investment selection, and capital allocation.

Christina Kosmowski, Chief Executive Officer of Moody's Analytics, said the product is intended to help market participants spot credit weakness earlier in a fast-growing area of finance.

"In private credit, the signals that matter often emerge before a missed payment or default," said Christina Kosmowski, Chief Executive Officer of Moody's Analytics.

"By combining Allvue's private market data with Moody's credit intelligence, we can help customers identify borrower stress earlier and bring greater transparency and insight to a rapidly growing market."

For Allvue, the launch also reflects the rising commercial value of private market data as lenders and investors seek independent ways to assess direct lending exposures. The company has been expanding its data and analytics business alongside its software offering for private capital firms.

Marc Scheipe, Chief Executive Officer of Allvue, said the private credit market had expanded more quickly than the systems used to track it.

"Private credit has grown faster than the infrastructure built to monitor it, and we built a data and analytics business to close that gap," said Marc Scheipe, Chief Executive Officer of Allvue.

"Pairing Allvue's data with Moody's analytical depth gives institutions an independent, third-party evaluation of risk across their direct lending portfolios, and that is the kind of transparency that helps this market stay informed."

The launch adds to a broader push by data providers, rating agencies, and market infrastructure groups to build tools tailored to private assets. As private credit becomes a larger source of corporate finance, investors face growing pressure to monitor underlying borrower quality with the same discipline expected in more liquid and transparent public markets.

More than 1,000 private capital firms use Allvue solutions directly or through fund administrators, according to the company.