Coalesce 2024: A strategic approach to testing & monitoring with Data Products
With analytics teams' growing ambition to build business automation, foundational AI systems, or customer-facing products, we must shift our mindset about data quality.
With analytics teams' growing ambition to build business automation, foundational AI systems, or customer-facing products, we must shift our mindset about data quality. Mechanically applied testing will not be enough; we need a more robust strategy akin to software engineering. We outline a new approach to data testing and observability anchored in the ‘Data Products’ concept and walk through the practical implementation of a production-grade analytics system at SYNQ, powered by ClickHouse and dbt.
Speaker: Petr Janda, Founder @ SYNQ