Covers the evolution of data flow governance, where automation enforces compliance, visibility, and precision in every API-driven system connection and process.
CRM stabilization + mail-safe automation: stop duplicates, dedupe at source, enforce unique IDs, validate on write, queue heavy work, hold mail until golden record. 5 min read.
Rapid field playbook to map data flows, quash duplicate triggers, and merge a master customer record for auditable direct-mail and lightweight automations. Measurable impact.
Add ingest checks, enforce schema, route only validated events to stop silent failures and ensure deterministic, reliable campaign delivery. Measurable outcomes.