Research with ARIA
Turn a research brief into a dataset you can inspect, edit, and reuse.
Start a session
Open ARIA and describe the dataset you need. Include the entities, fields, geography, and time period that matter.
ARIA plans the task, navigates websites, and reads documents. Follow its steps and browser activity as the research progresses.
Review the evidence
Use citations to open the supporting page or document. Check flagged or unconfirmed fields before using the dataset. A missing value is a review item, not a fact to fill in by assumption.
Use and refresh your research
Refine results and create editable spreadsheets or reports. Schedule recurring research when the same dataset needs to be rebuilt. ARIA reuses site skills learned from earlier work.
A scheduled ARIA run produces a fresh dated dataset. Use Monitoring when you need diffs and source-change alerts.