Retool Agents
Autonomous AI agents that act on enterprise data through Retool's platform.
About
Retool Agents launched in public beta in May 2025 as Retool's flagship agentic product, letting developers deploy LLM-powered agents that reason and then act through Retool queries, tools, and workflows. Agents can complete multi-step operational work such as customer support automation, data analysis, and content generation over live data sources. An industry-first observability feature lets teams watch agents work in real time, and human-in-the-loop approvals can gate sensitive steps.
Agents are model-agnostic and billed by runtime hour, with a $50 monthly free allowance per organization. The launch positioned Retool as an AI-first application layer for the enterprise, with early adoption reported by organizations including AWS and Databricks.
What it can do
- LLM reasoning over live enterprise data
- Real-time run monitoring and approvals
- Workflows and APIs as agent tools
- Model-agnostic, billed per runtime hour
Setup
Create an agent in the Retool dashboard, attach Retool queries and workflows as tools, pick an LLM, and set approval policies.
Prerequisites
A Retool organization and connected data sources or APIs.
Use cases
Works with
Trust score — 9/10
Scored 9/10 (verified tier, metrics-v1). Evidence: Verified via vendor site/docs/GitHub and reputable coverage, wave 104; Trending score 86/100 from researcher assessment.
Sources
Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.