Mark Identification

EXPECTED DEFAULT FREQUENCY

Serial Number

75442074

Filing Date

Feb 27, 1998

Trademark by

KMV CORPORATION

Classification Information

computer software product used to perform financial services

Electrical and Scientific Apparatus

related services for financial credit and risk analysis

Insurance and Financial