Case Study: Payment Portfolio Management Company achieves significant reduction in credit strategy development time with Angoss StrategyBUILDER (KnowledgeSTUDIO)

How a Payment Portfolio Management Company Uses Strategy Trees to Reduce Strategy Development Time

A leading payment portfolio management company that provides card product solutions and account management to U.S. credit card issuers needed to modernize its analytics. Having relied on manual, legacy statistical workflows, the team evaluated multiple vendors to find decision‑tree tools that could speed model development, provide industry‑standard evaluation and allow scoring both inside and outside the platform.

They selected Angoss KnowledgeSTUDIO’s StrategyBUILDER and Strategy Trees, which support multiple KPIs, several dependent variables, rules‑based or optimization treatments, and automated code generation for deployment into a custom decisioning environment. The client‑server installation took less than a day, training was rapid, and analysts quickly adopted the tools—resulting in improved productivity and a significant reduction in credit strategy development time.