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.

RESEARCH

COMMENTARY

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...

Record Highs

October was another month for the history books. Equity markets notched new record highs: S&P 500 added $17 trillion since the April lows, Nvidia became the first $5T market cap company, Amazon surged almost 10% post earnings recording largest one-day market cap...

Tariffs: Learning from History to Chart a Path to the Future

NEW YORK September 2, 2025: Successful investing is the art of filtering out noise so that you can focus on signals leading to long-term gains. But how do you do that when markets are constantly jolted by changing tariffs—and shifting sentiment about their potential...

ARCHIVES

ANALYTICS

KRIS Default Probabilities versus Credit Ratings

SAS Daily Bond Performance Attribution

KRIS Daily Default Probability and
Bond Cross-Validation

EVENTS