Use the integration with Amazon Athena to run SQL queries on data stored in Amazon S3.
Overview
The AWS Athena integration on StackAI lets workflows run serverless SQL queries directly against data sitting in Amazon S3 without provisioning any database infrastructure. Athena is widely used for analytics on data lakes, ad-hoc exploration, log analysis, and cost-efficient reporting; on StackAI it becomes a drop-in node that AI agents can use to translate natural- language questions into governed SQL.
Top Use Cases
Text-to-SQL data-lake assistants
Let business users ask questions in plain English inside a StackAI Conversational Assistant and have an AI Agent translate them into Athena SQL, run them on S3, and return charts or summaries.
Scheduled analytics digests
Use StackAI cron jobs to run Athena queries every morning, summarize results with an LLM, and post the daily KPIs to Slack or email.
Log and event analysis
Build StackAI workflows that query application logs landed in S3 via Athena, classify anomalies with an LLM, and open tickets automatically.
