CASEWORK

Cases That Changed the Work

A closer look at how field problems became operating systems teams could actually use.

“The harder problem was not model accuracy. It was connecting new risk signals to the bank’s existing screening and FDS workflow.”

Kapital Letter AI Engineering · Project retrospective

Partner

K-Bank · Financial Risk Operations

What Changed

  • A credit-risk framework that incorporates unstructured data
  • Real-time anomaly detection and learning for emerging fraud patterns
  • Continuous model operations and updates on Kubeflow
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FIELD RECORDS

Case Archive

More selected work across different industries, operating environments, and problem types.