HighLevel import pipeline

What did the HighLevel pipeline solve?
It took large, messy contact datasets and turned them into normalized, deduped, import-ready CSV chunks for HighLevel. The work focused on portable outputs that could be used in spreadsheet tools and CRM import screens.
Why not just upload the raw list?
Raw lists create duplicate records, broken phone formatting, missing fields, and oversized imports. Cleaning and chunking first makes the CRM import more predictable and easier to audit.