Gumloop

Gumloop is a multiplayer AI agent builder designed to let team members create specialized automated agents using various AI models and data integrations. It provides a visual canvas to orchestrate multi-agent workflows and schedule recurring tasks in the background. Users can interact directly with agents as co-workers through workplace communication tools.

• Multiplayer AI agent builder with a visual canvas to orchestrate multi-agent workflows
• Integration with workplace communication tools including Slack, Microsoft Teams, Gmail, and WhatsApp
• Support for out-of-the-box AI models with no vendor lock-in and the ability to bring your own API keys
• Background execution of recurring tasks such as lead qualification and security audits
• Enterprise infrastructure including role-based access control, audit logging, and single sign-on options
• Virtual private cloud deployments and zero data retention agreements

Pros

• Enables team-wide collaboration on agent creation with unlimited seats on the Pro plan
• Connects directly into existing communication tools like Slack and Teams so users can interact with agents via chat
• Provides governance features such as AI model restrictions, spend policies, and usage monitoring for IT controls
• Offers flexible deployment options including Gumloop-managed infrastructure or a virtual private cloud

Cons

• The Pro plan is capped at 5 concurrent workflow runs and 25 concurrent agent chats
• Specific enterprise pricing is not published and requires contacting sales for a custom quote
• Certain advanced security and management features like SCIM/SAML support and audit logs are reserved for the Enterprise tier

Gumloop fits teams and organizations looking to empower non-technical and technical employees alike to build automated AI workflows across departments like sales, support, and marketing. It is well-suited for companies that want to integrate AI agents directly into daily workplace messaging tools like Slack and Microsoft Teams. It is a poor fit for solo users or organizations with strict constraints against cloud-based AI agent orchestration without dedicated IT oversight.

Gumloop offers two main plans. The Pro plan costs $37 per month and includes 20,000 credits per month (7,400 regular plus 12,600 bonus credits), unlimited seats, unlimited workflows, 5 concurrent runs, 25 concurrent agent chats, unlimited teams, and a 14-day free trial. The Enterprise tier features custom pricing that requires contacting sales, adding features such as role-based access control, SCIM/SAML support, audit logs, custom data retention rules, and virtual private cloud options.

Unlike traditional developer-only automation tools, Gumloop functions as a multiplayer platform that lets anyone in an organization build and share agents collaboratively on a visual canvas. It bridges the gap between end users and IT by allowing non-technical team members to construct workflows while administrators maintain guardrails, spending limits, and model restrictions. Rather than isolating AI interactions inside a separate application, Gumloop embeds agents directly into everyday workplace communication tools like Slack and Microsoft Teams.

Slack, Microsoft Teams, Gmail, WhatsApp, Salesforce, Shopify, Anthropic, OpenAI, Gemini, and DeepSeek.