USING COMMERCIAL SHARE OF WALLET TO MAKE LENDING DECISIONS

Patent №

US 8,744,944

Granted

2014-06-03

Filed 2013

Owner

AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.

Lab

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14070297

Commercial size of spending wallet (“CSoSW”) is the total business spend of a business including cash but excluding bartered items. Commercial share of wallet (“CSoW”) is the portion of the spending wallet that is captured by a particular financial company. A modeling approach utilizes various data sources to provide outputs that describe a company's spend capacity. Banks and lenders can use CSoW/CSoSW to determine who to lend to and who to deny credit to, as well as for pricing loans and other products in a dynamic way. Banks and lenders can also determine which customers should be retained, as well as identify loans which are likely to default.

AI classification

Planning0.90
Knowledge representation0.55
Machine learning0.01
Evolutionary computation0.00
AI hardware0.00
Natural language0.00
Speech0.00
Vision0.00

Ownership

AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC.

assignment · 319930562

Assignors

HAGGERTY, KATHLEEN, LYON, CHARLES CHRISTOPHER, OKOH, BENEDICT O., PHELAN, ROBERT E., RUTERMAN, JON KEVIN, TURNER, GERALDINE A., YUAN, CHAO M.

On an employer assignment, the assignors are typically the inventors.

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