You can build reports and dashboards directly from a database without writing a single line of SQL. The key is to let an AI report builder translate your plain-English questions into the queries for you. Here's how to do it.
Step 1: Connect your data source
Point your tool at wherever your data lives — a PostgreSQL, MySQL, or Snowflake database, or a CSV/Excel upload. You only need read access.
Step 2: Let the AI learn your schema
A good AI report builder inspects your tables, columns, and relationships automatically. This is what lets you ask questions in business terms ("customers," "orders," "revenue") instead of remembering exact table names.
Step 3: Ask your question in plain English
Type what you want to know, for example:
- "Total sales by month for the last 12 months"
- "Top 10 customers by revenue this quarter"
- "Average order value by region"
The AI writes the SQL behind the scenes, runs it, and picks a sensible chart.
Step 4: Refine and save
Adjust the chart type, add a filter, or ask a follow-up question. When it looks right, save it to a dashboard and share it with your team.
Why skip SQL at all?
Writing SQL by hand is slow and error-prone for non-specialists, and it creates a bottleneck: every question becomes a request to the data team. Building reports without SQL means the person with the question gets the answer directly — in minutes, not days.
Common questions
Do I need any technical skills? No. If you can describe what you want, the AI handles the query.
Is it accurate? The AI generates standard queries against your real data; you can always inspect the underlying query if you want to verify it.
Can I still use SQL if I want to? Yes — most tools let advanced users view and edit the generated query.
Ready to try it? Start a 15-day Tepun trial or use the browser-only sample.