AVA as analyst
5 min read · Updated June 2026
When your data is messy — stacked tables crammed into one field, charges that never tie back to a load — the analyst role untangles it. You describe the mess; she returns a clean sheet.
No SQL required
You query in plain language. AVA translates that into the right operations against your lake, runs them, and shows her work.
Parse and reconcile
She reads across thousands of records, parses fields that were never meant to be reported on, and matches them back to real records.
Example. A "Charge Breakdown" field jammed every line into one block. AVA read 15,240 invoices and 9,880 loads, parsed the stacked tables, and returned 12,107 charge rows with zero parse errors — invoice, load, charge type, amount, status — ready to export. Nothing summarized away.