We architect Clay tables that unify data from multiple sources into single enrichment pipelines with built-in deduplication, waterfall sequences, and custom scoring. Automated workflows refresh on schedules and trigger on events while maintaining 95%+ accuracy through validation layers. Technical scope: table architecture, API integrations, validation frameworks.














