Gumloop — Build and deploy multi-agent AI workflows on a visual canvas. Best for Enterprise teams needing secure, multi-agent AI automation across departments, Sales and marketing teams wanting automated CRM management and meeting prep, Support teams looking to triage bugs and automate ticket creation. Free to start; paid plans from $3729.6/mo.
Enterprise teams needing secure, multi-agent AI automation across departmentsSales and marketing teams wanting automated CRM management and meeting prepSupport teams looking to triage bugs and automate ticket creationData analysts seeking a reasoning agent to query data warehouses in natural languageAI-forward companies aiming to scale agent usage with governance and audit trails
Not ideal for
Individuals or small teams needing simple, low-cost one-step automationsUsers who prefer full code control and custom model fine-tuningTeams without a need for multi-agent orchestration or collaboration featuresOrganizations that cannot commit to a contact-sales pricing modelProjects requiring offline or on-premise-only AI deployment (VPC is cloud-based)
Gumloop is a strong pick for enterprise teams that need secure, multi-agent AI automation without coding. Its visual canvas and Slack integration reduce friction, but it may be overkill for simple workflows. Consider if you need role-based access, VPC deployment, and audit trails; otherwise, lighter tools like Zapier could suffice.
Gumloop stands out for its visual multi-agent orchestration canvas—truly drag-and-drop AI agents that can reason, analyze, and act on your data. If your team is already using Slack or Teams, the @Gumloop integration makes agents feel like coworkers, not black boxes. The enterprise security features (VPC, SOC 2, SSO, ZDR) are best-in-class for an AI automation platform, making it a safer bet for regulated industries. However, Gumloop is not for everyone. If you only need simple one-step automations (e.g., email forwarding), tools like Zapier or n8n are cheaper and simpler. Also, pricing is not public (must contact sales), so it may be too expensive for individuals or very small teams. Compared to Relevance AI or Dust, Gumloop offers more granular control over agent behaviors and data residency, but less flexibility for custom model fine-tuning. Real-world caveat: building complex multi-agent workflows still requires thoughtful design—the canvas is visual, but you still need to define agent roles and data flows. For AI-forward companies like Gusto, Gumloop delivers on the promise of 'new engineering capacity' by letting non-developers automate high-value tasks.
Skip Gumloop if Skip Gumloop if you're a solo user or small team needing simple, low-cost automation without Slack-native agent features.
Latest from Gumloop
Updated 4 days ago
Across the latest 5 updates: 3 changelog entries and 2 news mentions.
How likely is Gumloop to still be operational in 12 months? Based on 6 signals including funding, development activity, and platform risk.
funding runway
60
website health
90
github activity
50
category mortality
70
wrapper dependency
100
hyperscaler overlap
80
About Gumloop
Gumloop is an AI automation framework that enables teams to build and deploy multi-agent workflows using a visual canvas. Designed for enterprise and SMB teams alike, Gumloop lets you create specialized agents for data analysis, CRM management, support triage, meeting prep, call analysis, and more—all without coding. The platform integrates with Slack, Microsoft Teams, Gmail, and WhatsApp, allowing you to interact with agents like co-workers by simply tagging @Gumloop. Key features include role-based access control, virtual private cloud deployments, AI model restrictions (Anthropic, OpenAI, Gemini, DeepSeek), usage monitoring, audit logging, AI proxy support, and single sign-on via Okta. Gumloop is SOC 2 Type II certified, GDPR compliant, and offers zero data retention for third-party models. Its enterprise-grade Gumstack layer provides a centralized AI gateway for monitoring and auditing all AI chats and clients. Compared to alternatives like n8n or Zapier, Gumloop focuses on multi-agent orchestration and enterprise security, making it ideal for AI-forward companies like Gusto.
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Automate ad campaign management and competitor analysis
Models Under the Hood
AnthropicOpenAIGeminiDeepSeek
Limitations
Free tier capped at 5,000 credits and 2 concurrent runs, which may restrict heavy usage. Pro plan adds more credits but still limits concurrent runs to 5. Credits do not roll over. Enterprise pricing is opaque. Some advanced AI models may require your own API keys. Platform complexity can be overkill for simple automation tasks.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Annual total
Free
Over 12 months
Effective monthly
Free
Billed monthly
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Gumloop tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/month
Ideal for
Individual tester or small team exploring AI automation with low volume (up to 5k credits/month, 1 seat)
What the public pricing page doesn't put in bold. Captured from pricing-page footnotes, contract terms, and recurring complaints.
•Credit overages may apply beyond plan limits (no disclosed rate)
•Pro plan billed annually at $29.60/month requires upfront payment
•Enterprise pricing is custom and likely requires annual contract
•Advanced AI models may require own API keys (additional cost)
Where the pricing makes sense
The company stage and team size where Gumloop's pricing actually pencils out — and where peers do it cheaper.
Gumloop's freemium model suits mid-market teams: Free tier for testing (5k credits, 1 seat), Pro at $37/month ($29.60 annual) with unlimited seats and 20k credits. Enterprise custom for large orgs. Cheaper than hiring an automation engineer; comparable to Zapier's Team plan ($29/month) but with AI agents. For small teams, n8n self-hosted is free but lacks Slack-native agents.
Setup time & first value
How long it actually takes to get something useful out of Gumloop — broken out by persona, not the marketing-page minute.
For an analyst: ~10 minutes to connect a data source and deploy a Data Analysis Agent. Support Manager: ~20 minutes to connect Zendesk and Jira and set up triggers. Sales Ops: ~15 minutes to configure Salesforce integration and schedule automated tasks. Enterprise deployment with SSO and VPC may take a few hours.
Switching to or from Gumloop
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
Migrating in
→From Zapier/Make: rebuild workflows on Gumloop's visual canvas with AI agents
→From n8n: migrate workflows manually by recreating triggers and nodes
→From custom scripts: use Gumloop's API and MCP to replace code-based automations
