Implement and maintain a composable CDP and data warehouse, build pipelines and identity resolution, deploy autonomous AI-enabled workflows using n8n/Zapier/Clay, and implement monitoring/alerting for GTM data operations to ensure reliable lead syncs and scalable GTM infrastructure.