One question. Any warehouse. One answer.
TableAI understands which table and which system your question is really about, then runs the query and structures the result. No SQL required, no data team in the loop for ad-hoc requests.
From plain question to structured query
Each step in the pipeline is purpose-built for accuracy across multi-source warehouse environments.
NL input
Plain question in any phrasing
Intent parsing
Ambiguity resolved, entities extracted
Schema lookup
Relevant tables identified across connected sources
Result table
Typed, sortable, exportable output
Every answer is a table you can use immediately
Sort, export, share, or route to Slack. The result format is consistent whether your question spans one source or four.
| Product | Category | Revenue (USD) | Return Rate |
|---|---|---|---|
| Canvas Tote XL | Bags | $84,320 | 16.9% |
| Runner Pro v2 | Footwear | $241,470 | 15.5% |
| Cord Set A | Accessories | $33,120 | 13.8% |
| Shirt Linen S | Apparel | $112,605 | 12.9% |
Read-only access. Your data stays yours.
TableAI is designed with a clear principle: access only what is needed to answer the question, and keep nothing afterward.
Read-only connections
TableAI connects to your warehouse with read-only credentials. No write access is requested or used at any point in the query flow.
No data retained
Query results pass through TableAI's pipeline and are delivered to you. Warehouse row data is not stored on TableAI infrastructure.
Encrypted credentials
Warehouse credentials are encrypted at rest and in transit. Connection strings are never logged or included in query telemetry.