
TextQL
TextQL is an AI data analyst agent that turns business questions into SQL, dashboards, and insights — the AI analyst layer for enterprise data warehouses.

Overview
TextQL: AI Data Analyst for Enterprise
TextQL is AI data analyst agent that translates business questions to SQL. TextQL sits in the agentic-analytics category alongside Wisdom AI, PromptQL, and Hex's Magic. The semantic-layer learning + multi-surface delivery (Slack, email, web) is the angle that differentiates from generic chat-with-your-data.
Key Features
- AI data analyst agent that translates business questions to SQL
- Auto-generated dashboards and visualizations from results
- Connects to Snowflake, Databricks, BigQuery, Postgres, Redshift
- Semantic-layer learning — understands company-specific metric definitions
- Slack and email surfaces for non-technical business users
- Backed by Sequoia and other top venture investors
- Targets the underserved analyst-augmentation tier of the data stack
Ideal Use Case
Data teams at mid-market and enterprise companies who want to put AI between business stakeholders and the warehouse — eliminating the back-and-forth of ad-hoc Slack data requests.
Why Use TextQL
TextQL sits in the agentic-analytics category alongside Wisdom AI, PromptQL, and Hex's Magic. The semantic-layer learning + multi-surface delivery (Slack, email, web) is the angle that differentiates from generic chat-with-your-data.
FAQ
Q: vs Hex's Magic? A: Hex Magic is integrated into Hex notebook; TextQL is standalone, multi-surface.
Q: Pricing? A: Enterprise contracts; contact for current details.
Q: Self-host? A: Cloud-first with VPC option for enterprise.
Q: Permissions? A: Inherits row-level security from your warehouse; respects existing data permissions.
tl;dr
AI data analyst agent. NL → SQL, dashboards, and insights. Snowflake, Databricks, BigQuery.
Related
Looking for more options? Browse the BI & Analytics directory or read our best AI analytics tools listicle. TextQL is also tracked on Crunchbase.
Why Use TextQL

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