30 seconds vs 2 days
Ad-hoc questions get answered in seconds instead of queuing behind the analyst. No more "I'll get back to you on Monday."
IntelligenceFor BigQuery
Platform dashboards inflate numbers. Analyst tickets take days. QuerySafe Intelligence runs the actual SQL on your BigQuery and shows you the answer with the query it ran. No data movement. No guessing.
Four reasons it takes days to answer a question a five-year-old could ask.
Ad-hoc questions get answered in seconds instead of queuing behind the analyst. No more "I'll get back to you on Monday."
No hallucinations. Every answer comes from a real SQL query against your warehouse. Click to see the exact tables, columns, and query that produced it.
Aligned with DPDP Act 2023 and GDPR. Customer names, emails, and phone numbers are masked at the query layer. Raw tables never leave your cloud.
Repeat questions eat your analyst's week. Route those to QuerySafe so the data team can spend their time on the work that actually moves the business.
General-purpose LLMs are great at drafts and terrible at warehouses. They lack schema context, hallucinate aggregations, expose PII to public servers, and choke on real data volumes.
| Capability | ChatGPT / general LLMs | QuerySafe Intelligence |
|---|---|---|
| Numerical accuracy | Fails on joins, invents stats | SQL-grounded aggregates |
| Metric definitions | Drift mid-conversation | Pinned per workspace |
| Data security & PII | Raw files to public servers | Stays in your warehouse, masked |
| Multi-source joins | Cannot join campaign events | Joins GA4, Klaviyo, orders |
| Audit trail | None | Every query logged |
Every result shows the source tables, the SQL it ran, and an explanation in plain English.
Source tables, rows scanned, date range, and the full SQL query that produced the result. Your data team can audit any answer in one glance.
When you ask about top customers, QuerySafe shows aggregates and masked previews, never raw IDs or personal data. The privacy layer is on by default and works across every dataset you connect.
Project where the business is heading with bear and bull cases pulled from your own data. Every projection cites the historical pattern it learned from, so you can see why the model arrived at a number.
From the teams already running QuerySafe Intelligence on their data.
"We tried other AI tools but the answers always felt like guesses. With QuerySafe Intelligence, every result comes back with the source tables and the exact SQL it ran, so my team can verify the numbers themselves. For a service business like ours, that level of grounding is the difference between using AI confidently and not using it at all."
"Our security team is usually the bottleneck on any new tool. With QuerySafe Intelligence, they signed off in one review. The engine runs on our BigQuery directly, our customer and order data never leaves our infrastructure, and every answer comes with a full audit trail. That made the conversation simple."
Three quick questions and we'll route you to the right next step.
Annual billing saves 20%. Self-hosted Enterprise option deploys inside your own GCP project.
We'll connect QuerySafe Intelligence to a sample BigQuery, walk you through it on your kind of data, and answer one tough question you bring to the call.