TTSQL

Text to query workflows

Build a text to query experience on top of governed data

TTSQL goes beyond demo chatbots. It gives teams a real text to query layer for analytics, operations, and customer-facing apps backed by schema context and SQL generation.

Use TTSQL when the goal is broader than one-off SQL generation and you need a durable text to query workflow users can rely on.

  • Schema-aware SQL generation across major databases.
  • Security controls and governed access for production teams.
  • Embeddable workflows for apps, copilots, and internal tools.

Why teams choose TTSQL

Production-grade query generation for commercial evaluation

Great for app builders

Use the API to power search bars, copilots, analytics assistants, and reporting workflows that accept natural-language prompts.

Consistent query behavior

Historical learning, validation, and rules improve accuracy over time instead of forcing users to restate prompts.

Useful for mixed audiences

Analysts can inspect the SQL while non-technical users work from the text to query interface alone.

Example prompts

How TTSQL turns language into SQL

Prompt

Show open support escalations by severity for enterprise customers

Generated SQL

SELECT severity, COUNT(*) AS open_escalations FROM support_tickets WHERE customer_tier = 'enterprise' AND status IN ('open', 'pending') GROUP BY severity ORDER BY open_escalations DESC;

Prompt

Find SKUs with declining sell-through in the last 6 weeks

Generated SQL

SELECT sku, AVG(sell_through_rate) AS avg_sell_through_rate FROM inventory_weekly WHERE week_start >= CURRENT_DATE - INTERVAL '42 days' GROUP BY sku HAVING AVG(sell_through_rate) < 0.4 ORDER BY avg_sell_through_rate ASC;

FAQ

Common evaluation questions

What is the difference between text to query and text to SQL?

Text to SQL focuses on generating SQL. Text to query is broader and describes the full user experience of typing a request and getting a safe, useful query or answer back.

Can TTSQL power a text to query feature inside my product?

Yes. Teams use TTSQL as the query-generation layer behind search bars, copilots, dashboards, and internal assistants.

Do users need to see SQL in a text to query app?

Not always. TTSQL supports both transparent SQL review workflows and experiences where the query stays behind the scenes.

Next step

Use one platform for UI, API, and AI-driven query generation

TTSQL gives teams a consistent way to deliver text to SQL, natural language to SQL, and text to query workflows without splitting product and data logic across tools.