SAS and Kamakura

SAS acquired Kamakura in 2022, integrating Kamakura Risk Manager (KRM) into SAS’ AI-powered Integrated Balance Sheet Management (IBSM) solutionsKRIS continues to deliver investor-grade default probability term structures and credit signals using a reduced-form credit model calibrated on more than three decades of observed defaults.

TROUBLED COMPANY INDEX®

The Troubled Company Index ® measures the percentage of 42,500 public firms in 76 countries that have an annualized one-month default risk of over one percent.

Iran Shock Meets a Frozen Labor Market

The Iran-war energy shock arrived at a fragile moment in the U.S. labor market. It was not because layoffs were surging, but because the labor market had shifted into a “low-hire, low-fire” equilibrium. The driving forces behind the unusual labor situation have been a...

The Credibility Risk in Credit

February saw a modest widening in public credit spreads: the ICE BofA U.S. Corporate (IG) OAS widened from 75 bps at January month-end to 86 bps at February month-end, while the ICE BofA U.S. High Yield OAS widened from 288 bps to 312 bps. Equity markets were little...

The Narrowing Definition of “Winner”

December capped a year in which headline growth and risk-on positioning coexisted with rising under-the-surface strain—a late-cycle mix that kept markets calm while widening the gap between credit “winners” and “losers.” Continuing the trends of outperformance, the US...

Three Years Post ChatGPT

November 30th marked the three-year anniversary since the public release of ChatGPT. Back then, the S&P 500 stood at 3,950 compared to its most recent close of 6,849 – a 73% increase and $24T gain in total market cap. Meanwhile, Nvidia’s most recent net income...

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KRIS Default Probabilities versus Credit Ratings

SAS Daily Bond Performance Attribution

KRIS Daily Default Probability and
Bond Cross-Validation