Data cleanup workflow diagram
A data hygiene flow for import, normalization, dedupe, enrichment, QA, and safe migration.
Workflow value
Messy source data is shaped into cleaner records, views, alerts, or reporting surfaces that owners can actually use.
What it proves
HMX can explain the related workflow boundary without pretending a diagram or blueprint is a client result.
Proof label: Redacted blueprint
Privacy note: No raw contacts, public records, or private datasets are shown.
Case studies
Private or not public