Every Clay-to-CRM write is a risk decision. These safeguards are the minimum:
The seven safeguards
- Validate before write. Format, completeness, plausibility checks as Clay columns; only validated rows reach the CRM.
- Upsert, never blind-create. Match on a stable external ID; creates without keys manufacture duplicates.
- Provenance fields. Every written field carries source, timestamp, and workflow name.
- Least-privilege credentials. A scoped integration user, not an admin.
- Pilot scope. First writes go to a sandbox or a bounded segment with review before full volume.
- Failure alerts. Rejected writes land in an exceptions table someone actually reviews.
- Rollback plan. Know exactly which fields to null/revert if an enrichment proves wrong — before you need it.
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