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TextQL

TextQL AI Agent
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Overview

Ana and governed data-agent workflows for SQL/Python analysis, context and connected business tools.

Ana and governed data-agent workflows for SQL/Python analysis, context and connected business tools.

Ana and TextQL agents document governed warehouse investigation, SQL/Python execution, reusable ontology/context, data apps and recurring workflows. Administration and connector controls support team analytics workflows.

Current hosted onboarding and quickstart docs are available, with credentials, warehouse roles and context configured first. SSO/SCIM, private networking and private deployment options require the relevant Enterprise plan.

Analyst has $0 base, three seats and $100 included credit (50,000 ACU), then $2/1,000 ACU. Team has $250 monthly base, $250 credit (83,333 ACU), unlimited seats and $3/1,000 ACU overage. Enterprise is custom plus compute; useful scope has clear but metered costs.

The official catalog lists 63 entries: 18 SQL/warehouse/BI and 45 sandbox API connectors, with tier-wide availability. Vault credentials, allowed domains and warehouse RBAC provide extensive relevant connections. Consuming external APIs does not itself verify a TextQL inbound webhook service.

Historical 2024-10-17 video by dbt Labs: Coalesce 2024: How the NBA deploys AI analysts with TextQL.

Product overview

Capabilities, pricing and fit

Ana and governed data-agent workflows for SQL/Python analysis, context and connected business tools.

Information as of October 7, 2026

What it can do

  • Core workflow

    Ana and TextQL agents document governed warehouse investigation, SQL/Python execution, reusable ontology/context, data apps and recurring workflows. Administration and connector controls support team analytics workflows.[1], [2], [3], [4], [5]

  • Availability

    Current hosted onboarding and quickstart docs are available, with credentials, warehouse roles and context configured first. SSO/SCIM, private networking and private deployment options require the relevant Enterprise plan.[1], [2], [3], [4], [5]

  • Connections

    The official catalog lists 63 entries: 18 SQL/warehouse/BI and 45 sandbox API connectors, with tier-wide availability. Vault credentials, allowed domains and warehouse RBAC provide extensive relevant connections. Consuming external APIs does not itself verify a TextQL inbound webhook service.[1], [2], [3], [4], [5]

Where it fits best

  • Business and data teams investigating connected organizational information.[1], [2], [3], [4], [5]

Pricing and availability

Analyst has $0 base, three seats and $100 included credit (50,000 ACU), then $2/1,000 ACU. Team has $250 monthly base, $250 credit (83,333 ACU), unlimited seats and $3/1,000 ACU overage. Enterprise is custom plus compute; useful scope has clear but metered costs.[1], [2], [3], [4], [5]

Platforms: Current hosted onboarding and quickstart docs are available, with credentials, w[1], [2], [3], [4], [5]

Sources (5)
  1. Product evidence: www.textql.comOfficial site · checked 2026-10-07
  2. Product evidence: www.textql.comOfficial site · checked 2026-10-07
  3. Product evidence: www.textql.comOfficial site · checked 2026-10-07
  4. Product evidence: www.textql.comOfficial site · checked 2026-10-07
  5. Product evidence: docs.textql.comOfficial site · checked 2026-10-07

Autonomy level

73/100

Our subjective rating of how independently the product carries out its documented tasks, considering the human setup, input, approval and review it needs. This is not a measured success rate.

Reasoning: TextQL investigates connected data, executes SQL/Python and runs configured analytics workflows using business context. Users frame questions and inspect results; administrators control credentials, database roles and permitted connections.

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Custom Comparisons

Some of the use cases of TextQL:

  • Business and data teams investigating connected organizational information.

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Popularity level: 62%

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