AI Agent

Gumloop

Gumloop is an AI automation framework for building and running team workflows and agents across business tools.

What is Gumloop?

Gumloop is an AI automation platform that helps teams build agents and multi-step workflows connected to internal and external tools, data sources, and workplace apps.

Gumloop vs Similar AI Tools

Pricing ModelCustom PricingFree, FreemiumFreeFree
Free Credits
Key Features
  • AI agents for business workflows
  • Multi-agent workflow canvas
  • Connectors for internal and external data
  • Multi-agent workflow with verification and self-healing
  • 50+ AI models auto-routed per agent
  • 1000+ OAuth2 app integrations
  • Seven breakable boxes covering OWASP Agentic Top-10 vulnerabilities
  • Three guided simulations for cascading failures, human-agent trust, and rogue agents
  • Network-isolated Docker containers for safe execution
  • Code-to-runtime reasoning across cloud, Git, and Kubernetes
  • Action-gate enforces read-only policy on every API call
  • Sandboxed JavaScript execution for concurrent research
Pros
  • Supports AI agents and multi-step workflows
  • Integrates with many popular business tools
  • Replaces 10+ separate tools with one platform
  • Multi-agent orchestration saves time and context switching
  • Covers full OWASP Agentic Top-10 in a realistic manner
  • Docker isolation prevents accidental damage
  • Read-only by construction prevents accidental writes
  • Evidence-backed verification cross-checks every finding
Cons
  • Public pricing details are not shown on the homepage
  • Best fit appears to be business and team use cases rather than casual personal use
  • Free tier limited to 5,000 credits per month
  • May have a learning curve for complex workflows
  • Requires Docker and technical setup
  • Not for production use; only for lab environments
  • Requires an LLM API key, incurring token costs
  • Limited to read-only operations, cannot remediate
Best For
  • Operations teams automating repetitive work
  • Sales teams managing CRM and meeting prep
  • Marketing teams
  • Content creators
  • Security researchers focusing on AI agent vulnerabilities
  • Developers building MCP-based applications
  • Security engineers
  • DevOps teams

How to use Gumloop?

  1. 1Describe the task or workflow you want to automate.
  2. 2Connect the apps, data sources, and permissions your agent needs.
  3. 3Choose or customize an agent template, then set triggers and actions.
  4. 4Run the workflow, monitor outputs, and refine steps as needed.
  5. 5Deploy recurring automations or embed agents in Slack, Teams, and email.

Gumloop Key Features

  • AI agents for business workflows
  • Multi-agent workflow canvas
  • Connectors for internal and external data
  • Recurring/background task automation
  • Slack, Teams, and email interaction
  • Enterprise security controls
  • Usage monitoring and audit logging
  • VPC deployment options
  • SSO, SCIM, and role-based access control
  • Gumstack AI gateway for governance and monitoring

Gumloop Use Cases

  • Data analysis from warehouses and BI sources
  • Support ticket triage and bug pattern detection
  • CRM enrichment and deal management
  • Meeting prep using context across tools
  • Call recording analysis for coaching and intelligence
  • Lead qualification and routing
  • Automated social monitoring and recurring tasks
  • Multi-tool operational workflows

Gumloop Pricing & Free Credits

Gumloop currently operates on a Custom Pricing model.

Pricing

Not listed publicly

The site shows a Pricing page and sales contact option, but no public plan details were provided in the source.

Gumloop Pros & Cons

Pros

  • Supports AI agents and multi-step workflows
  • Integrates with many popular business tools
  • Offers enterprise security and governance features
  • Works across Slack, Teams, and email
  • Includes monitoring, audit logs, and VPC deployment options

Cons

  • Public pricing details are not shown on the homepage
  • Best fit appears to be business and team use cases rather than casual personal use
  • Some advanced features may require sales contact

What is Gumloop best for?

  • Operations teams automating repetitive work
  • Sales teams managing CRM and meeting prep
  • Support teams triaging and analyzing issues
  • Data teams querying internal data with agents
  • Enterprises needing governed AI workflow infrastructure

Gumloop FAQ

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