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Gumloop

Gumloop is an AI automation framework that allows customer support teams to build and deploy specialized AI agents. These agents can triage...

Build custom AI agents to automate support ticket triage, bug reporting, and customer feedback analysis without writing code.

Connect your existing tools and let AI handle repetitive support tasks, freeing up your team for high-value interactions.

Try Gumloop Free
Free Plan Pro from$37 / month
SOC 2 CertifiedGDPR CompliantSlack IntegrationMicrosoft Teams IntegrationCustom AI Agents
8.5 Zekai
Custom Support Automation
AI for Customer Support & Experience
Ease of Use
7.8
Accuracy
8.8
Value
8.2
Time Saving
9.2
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⚡ Quick answer

For customer support and CX, Gumloop is a top contender for building custom AI agents that automate complex workflows. It allows teams to create specialized 'Support Agents' that can triage bugs, create tickets, and spot patterns automatically, integrating directly with tools like Slack, Teams, and internal databases. This moves beyond basic chatbots to provide tailored automation.

CategoryAI Automation Framework
Best ForAutomating multi-step support workflows like ticket triage and analysis.
Price From$37/mo
FreeYes, free plan available
DifferentiatorVisual canvas for orchestrating multiple, specialized AI agents.
ProofSOC 2 Type II certified; Gusto case study.
Rating4.3/5
📖 About Gumloop

Gumloop is an AI automation framework that allows customer support teams to build and deploy specialized AI agents. These agents can triage bugs, create tickets, and analyze support conversations to identify patterns, all by connecting to your existing data sources and tools.

How It Works

Your workflow, automated

1
Connect Your Tools
Authorize Gumloop to access your support platforms like Slack, Teams, Gmail, and your internal data warehouse or CRM.
2
Build an Agent on the Canvas
Use the visual workflow builder to define a task, like 'when a new support email arrives, analyze its content, and if it's a bug, create a ticket'.
3
Deploy and Interact
Set your agent to run on a schedule or trigger. Interact with it directly in Slack by tagging @Gumloop to ask questions or give commands.
Ready to automate your workflow with Gumloop?
Try Gumloop Free →
Real Impact

Before & After

❌ Before

Support team overwhelmed with manual ticket triage and repetitive questions.

Hours spent on manual sorting
✅ After

AI agents automatically handle triage, bug reporting, and pattern analysis, freeing up human agents.

Minutes for AI to process
Social Proof

Trusted by professionals

Ease of Use
7.8
Accuracy
8.8
Value
8.2
Time Saving
9.2

"Gumloop has completely changed our support operations. Building an agent to auto-triage our inbox saved us at least 10 hours a week, no exaggeration."

Sarah K., Support Lead · June 2026

"The call analysis agent is a game-changer for QA. We're spotting coaching opportunities and customer pain points we were completely missing before."

David M., CX Manager · May 2026

"The visual builder is powerful for creating custom support flows, but tracking our monthly credit usage has been a challenge. It's hard to predict costs when request volume spikes."

Chen L., Ops Engineer · June 2026

"I love that I can just ask our @Gumloop agent in Slack for updates or to pull data from Salesforce. It feels like having a junior analyst on the team."

Emily R., Tech Support Specialist · April 2026
Gumloop+ professionals are already using this tool.
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Connects With

Works with your existing stack

Slack Microsoft Teams Gmail Salesforce Okta OpenAI Anthropic Gemini DeepSeek Internal Data Warehouses
Setup complexity: Moderate
Gumloop is an AI automation framework that allows customer support teams to build and deploy specialized AI agents. These agents can triage bugs, create tickets, and analyze support conversations to identify patterns, all by connecting to your existing data sources and tools.
Who It's For

Why Customer Support & Experience choose this tool

🎯
Built for
Best for support teams that need to build custom AI workflows for ticket triage, bug reporting, and analyzing customer interactions across multiple platforms.
In-Depth Overview
For customer support leaders, Gumloop moves beyond simple chatbots by providing a visual canvas to build sophisticated, multi-step AI agents tailored to your team's exact needs. You can create a dedicated 'Support Agent' that automatically triages bugs from emails or Slack messages, creates tickets in your project management tool, and spots recurring issue patterns. Another agent can analyze call recordings to surface objection patterns and coaching insights for your reps, directly impacting quality assurance and training. This is possible because Gumloop connects to your internal data warehouses and external tools, giving agents the context they need to perform complex reasoning. Your team can interact with these agents directly in Slack or Microsoft Teams, making automation a natural part of the daily workflow. Proof of its enterprise readiness comes from its robust security posture, including SOC 2 Type II and GDPR compliance, role-based access controls, and the option for virtual private cloud (VPC) deployments. Instead of being locked into one AI model, Gumloop lets you choose from providers like OpenAI, Anthropic, and Gemini, ensuring you use the best tool for each specific support task.

Key Use Cases

🎧
Automatically Triage All Incoming Support Requests
Support Operations Manager
Deploy a Support Agent that monitors incoming requests via email or Slack, automatically identifies bug reports, creates tickets in your issue tracker, and flags patterns in customer feedback for weekly review.
Reduce manual triage time
✓ Pros
Builds specialized agents for specific support tasks like triage and analysis.
Integrates directly into team workflows via Slack and Teams.
Strong enterprise security with SOC 2, GDPR, and Zero Data Retention agreements.
Offers a functional free tier for testing and small-scale automation.
Model-agnostic, allowing use of OpenAI, Anthropic, Gemini and more.
· Cons
Credit-based pricing can be complex to forecast for variable support volumes.
Full capabilities like unlimited triggers require paid plans.
WhatsApp integration is listed as 'coming soon,' not yet available.
The powerful visual canvas may have a steeper learning curve than simpler tools.
⚡ Editorial Verdict

Gumloop empowers support teams to build sophisticated, multi-step AI agents that go far beyond simple chatbots, automating complex tasks like bug triage and pattern analysis. However, its power comes from a visual canvas and credit-based system, which may introduce a learning curve and unpredictable costs for teams with fluctuating automation needs.

Questions & Answers

Frequently asked questions

What is the best AI tool for automating customer support ticket triage? +
Gumloop is a strong choice, offering a specialized 'Support Agent' designed to triage bugs, create tickets, and spot patterns automatically. It connects to your existing tools and works within platforms like Slack and email to streamline the entire process.
How can I use AI to analyze customer support calls for coaching insights? +
Gumloop provides a 'Call Analysis Agent' that processes call recordings to surface objection patterns, competitive intelligence, and specific coaching insights for your support representatives, helping improve team performance.
Can I build custom AI support agents without coding? +
Yes, Gumloop features a visual 'canvas' that allows you to orchestrate multi-agent workflows without writing code. You can define triggers, connect tools, and set up complex logic through a drag-and-drop style interface.
Is Gumloop secure enough for enterprise customer data? +
Yes, Gumloop has a strong security posture. It is SOC 2 Type II certified and GDPR compliant, offers Zero Data Retention (ZDR) agreements, and provides enterprise features like role-based access control, audit logs, and virtual private cloud (VPC) deployments.
How does Gumloop's pricing work for a support team? +
Gumloop uses a freemium model with credit-based pricing. There is a free plan with a monthly credit allowance. Paid plans start at $37/month for more credits, unlimited seats, and higher concurrency limits. Enterprise plans with custom pricing are also available.
Can Gumloop connect to my company's internal tools and databases? +
Yes, Gumloop is designed to connect to both internal and external data sources, including data warehouses, CRMs, and other proprietary tools, allowing your AI agents to work with your company's specific data.

Last reviewed: Reviewed June 2026 — Pricing, features, and support integrations were assessed.

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About Gumloop

Full Description

Gumloop is an AI automation framework that allows customer support teams to build and deploy specialized AI agents. These agents can triage bugs, create tickets, and analyze support conversations to identify patterns, all by connecting to your existing data sources and tools.

Editorial Verdict

Gumloop empowers support teams to build sophisticated, multi-step AI agents that go far beyond simple chatbots, automating complex tasks like bug triage and pattern analysis. However, its power comes from a visual canvas and credit-based system, which may introduce a learning curve and unpredictable costs for teams with fluctuating automation needs.

Last reviewed: Reviewed June 2026 — Pricing, features, and support integrations were assessed.
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