Gumloop

Gumloop is a multiplayer AI agent builder designed to help teams automate repetitive and complex workflows across websites, apps, and internal tools. The platform allows domain experts who understand a process to build functional agents without complex learning curves. Agents operate via hundreds of built-in connectors or use a real browser to interact with any website, handling tasks such as clicking, typing, uploading data, and navigating pages with built-in CAPTCHA resolution and credential management.

Users can collaborate by mentioning agents in chats, channels, or threads across tools like Slack and Microsoft Teams, or by interacting via email and text messaging. Key capabilities include human-in-the-loop workflows where agents can pause and hand over live sessions for user approval or authentication, self-improvement features where agents review and optimise their own runs, and a Model Router that matches tasks to appropriate AI models to balance cost and performance. Organisations can maintain control through centralised audit logs, budget caps, usage monitoring, role-based access permissions, and options for virtual private cloud deployments.

The platform suits teams looking to scale operational efficiency, manage go-to-market data, or automate customer success and support triage. Notable native connectors and integrations include Slack, HubSpot, Gong, Gmail, Salesforce, GitHub, Linear, Notion, Jira, and major language model providers.