Problem
Leads arrived from disparate channels (web forms, ACT Online Designer quote emails, manual entry) in inconsistent formats and with frequent duplicates.
Solution
Normalized each source into a shared lead schema, parsed HTML quote emails with JSDOM, and added scheduled deduplication windows keyed on email and submission date.