Designing a programmatic data-validation loop for B2B lead enrichment using bulk processing workflows 20260820

Architectural Decision Memo: Implementing a Programmatic Validation Loop for B2B Lead Enrichment Context and Problem Statement In high-volume B2B lead generation, the ingestion of raw contact data—oft