Treat dedupe as a migration workstream: set match rules, normalize fields, auto-merge only high-confidence matches, and review fuzzy pairs in staging.

Standardize canonical account and contact IDs, map system-specific IDs, use deterministic then AI-assisted matching, and track weekly identity drift.

Keep accounts, tickets, notes, timestamps and links intact during CRM/support-tool migrations with phased loads, validation, and AI.