Case Studies: B2B OPERATIONS
Data Operations Console
Internal tooling context, focused on exception handling, auditability, and faster review of complex data issues.

Problem
Operations specialists were resolving data exceptions through spreadsheets, scattered notes, and brittle admin screens. The process was slow and difficult to audit.
Approach
I grouped work by exception type, designed review queues with clear status language, and created detail views that separated evidence, action, and history.
Result
The console concept reduced ambiguity around ownership and gave leadership a clearer path toward measurement, permissions, and quality control.