A single query can decide the fate of an investigation. If it’s wrong, the evidence is useless. If it’s right, you get certainty fast. Evidence collection automation with query-level approval gives you that control.
Most automated evidence systems run every query as soon as it’s defined. That’s efficient, but dangerous. Changes to logic, filters, or joins can silently skew results. Query-level approval forces a review before execution, stopping mistakes at the source.
This workflow automates the mechanics while giving humans final authority. Developers write queries. The system validates syntax, checks data sources, and queues them. Approvers inspect intent, scope, and potential impact, then approve or reject with a single click. Once approved, the automation runs the query at scale, collects evidence, hashes results, and stores secure records for audit.