Lead Enrichment Pipelines (CRM + LLM + Web Search)

Quick Summary

Lead enrichment combines authorized records, external sources, normalization, and human review to improve sales context. It should never turn uncertain web findings into asserted facts about a person or company.

What you will learn

·Map a lead enrichment pipeline from source record to approved CRM update
·Separate verified facts, model inferences, and unknown fields
·Apply provenance, privacy, deduplication, and review controls