Read & query data
Pull live records, search entities, and keep downstream systems up to date.
- Start Query
- Get Query Execution
- Get Query Results
- Stop Query
Integration
Integrate AWS Athena into workflows. Execute SQL queries against data in S3, check query status, retrieve results, manage named queries, and list executions. Requires AWS access key and secret access key.
Amazon Athena is an interactive query service from AWS that makes it easy to analyze data directly in Amazon S3 using standard SQL.
What can you do with the Athena integration? Amazon Athena is an interactive query service from AWS that makes it easy to analyze data directly in Amazon S3 using standard SQL. Athena is serverless, so there is no infrastructure to manage, and you pay only for the queries you run. With Athena, you can: AptlyStar exposes 8 operations so teams can automate end-to-end processes without maintaining brittle scripts.
Compose Athena with the rest of your stack using visual workflows and agents.
Pull live records, search entities, and keep downstream systems up to date.
Insert, upsert, and patch objects so workflows stay synchronized automatically.
Archive, delete, merge, and reconcile records with guardrails and approvals.
Trigger downstream actions, alerts, and hand-offs when something changes.
Aggregate metrics, export datasets, and feed BI or agent summaries.
React to webhooks and polling triggers the moment something happens.
Ship AI workflows that read, decide, and act on Athena — with guardrails and human approvals where you need them.
Create a scheduled workflow that runs a saved AWS Athena query daily, writes the result rows to an AptlyStar table, and posts a Slack summary of the top movers.
Explore templatesBuild a workflow that runs Athena queries against S3 access logs weekly, identifies unusual access patterns or new principals, and writes findings to a security audit table.
Explore templatesBuild a scheduled workflow that runs Athena queries against AWS cost-and-usage reports daily, writes top cost movers per service to a table, and posts an anomaly digest to Slack.
Explore templatesBuild a workflow that combines historical Athena queries with realtime Tinybird endpoints into a unified reporting view, writes results to a dashboard table.
Explore templatesCreate a scheduled workflow that joins PostHog event exports with Athena historical data, computes funnel conversion across the join, and writes a daily report.
Explore templatesBuild a Slack agent that translates natural-language analytics questions into safe AWS Athena queries, executes them, and returns the table answer with the query for review.
Explore templatesConnect Athena once, then reuse the same blocks across agents, workflows, and templates.
Teams lose hours copying data between Athena and CRMs, inboxes, and spreadsheets. AptlyStar connects Athena to 8+ operations so updates flow automatically.
Learn moreOne-off scripts break when APIs change. Use visual workflows, retries, and typed blocks so Athena automations stay maintainable as you grow.
Learn moreAgents need live Athena context without over-permissioned keys. Connect credentials once, apply guardrails, and let agents act through audited workflow runs.
Learn moreReady-to-use workflow templates that include Athena, just like in the app.
Athena scheduled report runner
Create a scheduled workflow that runs a saved AWS Athena query daily, writes the result rows to an AptlyStar table, and posts a Slack summary of the top movers.
Athena S3 access audit
Build a workflow that runs Athena queries against S3 access logs weekly, identifies unusual access patterns or new principals, and writes findings to a security audit table.
Athena cost-explorer query
Build a scheduled workflow that runs Athena queries against AWS cost-and-usage reports daily, writes top cost movers per service to a table, and posts an anomaly digest to Slack.
Athena + Tinybird real-time bridge
Build a workflow that combines historical Athena queries with realtime Tinybird endpoints into a unified reporting view, writes results to a dashboard table.
Athena + PostHog data-warehouse join
Create a scheduled workflow that joins PostHog event exports with Athena historical data, computes funnel conversion across the join, and writes a daily report.
Athena ad-hoc query agent
Build a Slack agent that translates natural-language analytics questions into safe AWS Athena queries, executes them, and returns the table answer with the query for review.
Design multi-step automations with blocks, branches, loops, and human-in-the-loop checkpoints — no boilerplate code.
Learn moreGive agents tools, memory, and guardrails so they can plan, call integrations, and finish tasks across your stack.
Learn moreGround agents in docs and tables, then trace every run with logs, evaluations, and deployment controls.
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Grafana
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LangSmith
Forward workflow runs to LangSmith for observability
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Connect Athena to agents and workflows in minutes — no credit card required.