Modernize game intelligence with generative AI on Amazon Redshift

This article explains how to use Amazon Redshift with Amazon Bedrock Knowledge Bases to enable natural language querying of game telemetry data, eliminating the need for SQL expertise.

• Game analysts can ask natural language questions; Bedrock automatically generates and executes optimized SQL queries
• Bedrock Knowledge Bases translates queries using database schema, history, and domain knowledge for accuracy
• Best practices include providing table/column descriptions, using representative sample queries, and defining curated queries
• Curated queries are predefined question-answer examples that improve SQL generation accuracy
• Table/column inclusions/exclusions optimize query scope and protect sensitive data
• Walkthrough demonstrates testing knowledge base, identifying inaccurate responses, and adding curated queries to fix them

This integration enables game studios to gain faster, deeper player insights without requiring SQL knowledge from analysts and product managers.