Hey Product Hunt community!
As AI-driven reports and summaries become standard in enterprise software, we ve noticed a massive bottleneck that dev teams face: accuracy auditing.
When an LLM summarizes a business report containing financial metrics, user stats, or KPI numbers, verifying that those numbers match your structured databases is a tedious, manual process.
We built Datamagics.ai to automate this using isolated query sandboxes that compare unstructured report claims against live SQL connections and CSVs simultaneously.