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 PricingFreeFree, Free TrialFree, Paid
Free Credits
Key Features
  • AI agents for business workflows
  • Multi-agent workflow canvas
  • Connectors for internal and external data
  • On-device text extraction from screen without saving screenshots
  • Semantic search by meaning, not just keywords
  • Commitment detection with due-date reminders
  • Plain English strategy description
  • Real historical market data
  • Models slippage, stops, and fills
  • Scans skills and MCP servers against ATR rules before loading
  • Real-time runtime protection against prompt injection and hijacks
  • Signed audit-ready evidence for compliance (EU AI Act, NYDFS, DORA)
Pros
  • Supports AI agents and multi-step workflows
  • Integrates with many popular business tools
  • Fully on-device processing ensures complete privacy
  • Free and open source with no subscription
  • Easy natural language interface
  • Realistic backtesting with slippage and funding
  • Open source with MIT license
  • Real-time detection and prevention
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
  • Mac-only, requires macOS 15+ and Apple Silicon
  • Permission re-authorization needed after updates (macOS limitation)
  • Limited free trial (250 calls, 30 days)
  • Usage beyond trial requires contacting support
  • Enterprise features require paid tiers
  • Setup may require technical expertise
Best For
  • Operations teams automating repetitive work
  • Sales teams managing CRM and meeting prep
  • Individuals who want to remember everything they see on their Mac
  • Professionals and students needing to track commitments and changes
  • Crypto traders
  • Quantitative researchers
  • Developers building and deploying AI agents
  • Enterprises needing audit-ready AI security

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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