Retool

What Is Retool Agents

Retool Agents is a platform feature within Retool that enables teams to build, deploy, and manage autonomous AI agents capable of taking real action inside business systems. Instead of limiting AI to chat or code generation, Retool Agents connects language models to your company’s data, APIs, and workflows—allowing AI to perform real operational tasks with safety, governance, and observability built in.

Designed for reliability and enterprise use, Retool Agents combines Retool’s visual development environment with the power of LLM orchestration, giving teams a fast and secure way to turn natural language instructions into automated, agent-driven processes.

How To Use Retool Agents

Connect your data and APIs
Integrate databases, REST endpoints, and internal tools using Retool’s data connectors.

Define agent roles and capabilities
Specify what each agent can do—query data, update records, trigger automations, or interact with business systems.

Configure guardrails and governance
Apply permissions, human approval steps, and audit logging to ensure safe operation.

Build workflows and UIs
Use Retool’s drag-and-drop interface to connect agents to visual workflows or chat interfaces.

Deploy and monitor
Run agents in production, view reasoning traces, and monitor their performance directly inside Retool.

Retool Agents Key Features

• Native LLM Integration: Connect to OpenAI, Anthropic, and other model providers.
• Data and System Access: Allow agents to securely interact with internal databases and APIs.
• Governance and Security: Manage permissions, approvals, and audit trails for enterprise compliance.
• Observability: Inspect agent reasoning, actions, and outcomes for transparency and debugging.
• Visual Builder: Create workflows, interfaces, and triggers using Retool’s low-code environment.
• Scalable Infrastructure: Deploy agents reliably across teams and environments without managing infrastructure.

Retool Agents Use Cases

• Operations Automation: Let agents manage support tickets, logistics updates, or HR workflows.
• Data Insights: Enable agents to fetch, summarize, and act on company data automatically.
• Customer Support: Build chat interfaces where agents can read, respond, and escalate intelligently.
• Sales Enablement: Automate CRM updates, lead qualification, and report generation.
• Internal Tools: Combine agents with dashboards to make decision-ready, action-oriented internal apps.

Retool Agents FAQ

Is Retool Agents free or paid?
Retool Agents is part of Retool’s paid enterprise and developer plans, with pricing based on usage and seats.

Do agents act autonomously?
Yes. Once configured with permissions and workflows, Retool Agents can operate independently within defined constraints.

Can I use my own LLM provider?
Yes. Retool supports multiple LLMs via API connections, including OpenAI and Anthropic.

Does Retool store company data?
Retool provides secure data handling with encryption and audit logging; data access follows your configured permissions.

Is Retool Agents suitable for no-code users?
Yes. Retool’s drag-and-drop interface allows non-developers to design agent workflows without writing code.

Why We Featured Retool Agents on Add AI Directory

At Add AI Directory, we feature platforms that bridge traditional software development with the new era of agentic automation. Retool Agents stands out for enabling businesses to create production-ready AI agents that work safely within real systems. Its combination of visual workflow design, enterprise-grade security, and model flexibility makes it one of the most practical and scalable frameworks for bringing AI agents into day-to-day business operations.