Gumloop
Let any employee build and deploy AI agents that connect to your company's existing tools and data, then hand them off into Slack, Teams, or email.
The verdict on Gumloop: Teams that want non-developers building AI agents against real company data and tools, not just simple app-to-app automations Gumloop's pitch has shifted meaningfully since its early drag-and-drop-builder days, and the current product is really an AI agent platform that happens to still ship that legacy workflow builder as one feature among several. Pricing: $37/mo Pro (14-day free trial, 20,000 credits/mo) / Custom Enterprise.
Best For
Teams that want non-developers building AI agents against real company data and tools, not just simple app-to-app automations
Standout Feature
A "company brain" that gives agents shared access to team knowledge and live tool data, plus built-in evals so agents improve without manual tuning
TL;DR
A credible agent-building step up from simple workflow automation, for teams ready to move past basic Zapier-style triggers.
Alternatives
Fit Score: use-case reference
How this is scoredGumloop scored 1 to 5 on five dimensions for the named use cases below. Part of our catalog-wide use-case reference, not a product-quality review rating.
Teams that want non-developers building AI agents against real company data and tools, not just simple app-to-app automations
4.4/5- Capability
- 5/5
- Reliability
- 4/5
- Value
- 4/5
- Ease
- 4/5
- Compatibility
- 5/5
The company brain gives agents shared team knowledge and live tool data, built-in evals catch regressions before production, and SOC 2 Type II plus enterprise access controls (SSO, SCIM, VPC) come standard (standout, pros). Backed by a $50M Series B, a real signal of stability for a newer platform.
Solo hobbyists who just need to move data between two apps on a durable free plan
2.8/5- Capability
- 3/5
- Reliability
- 3/5
- Value
- 2/5
- Ease
- 3/5
- Compatibility
- 3/5
There is no durable free plan, only a 14-day trial on the $37/mo Pro tier, plus an 8% orchestration fee on top of the base subscription (cons), and its own ourTake says a simpler automation tool is the better fit if you just need to move data between two apps.
Editorial judgment grounded in this tool's own published pricing, features, and our existing pros and cons, not a certification or a measured benchmark. Product quality is assessed separately under our review methodology.
Overview
Not yet reviewedProduct quality is assessed from original evidence. How reviews work.
Gumloop is an AI agent and automation platform that lets any employee, not just developers, build, share, and deploy AI agents that connect to a company's existing tools and data. It started as a drag-and-drop workflow builder in the same space as Zapier, Make, and n8n, and that legacy visual builder is still available, but the platform has since shifted its primary framing toward agent building: a "company brain" pulls in team knowledge and live data from connected tools so agents and employees can query shared context, and agents can reflect on their own runs and improve over time with built-in evaluation tools to catch regressions. Agents deploy directly into Slack, Teams, and email, and the platform supports 35+ AI models with either managed access or a bring-your-own-API-key option.
A separate security layer, Gumstack, logs and audits tool calls across an organization's AI usage more broadly, including from external tools like Claude Code, ChatGPT, and Cursor, not just from Gumloop itself. Enterprise controls include SSO (SAML), SCIM, role-based access, audit logs, usage budget caps, optional VPC deployment on AWS, Azure, or GCP, and SOC 2 Type II certification. Gumloop raised a $50 million Series B led by Benchmark in March 2026, with participation from Y Combinator, First Round Capital, and Shopify Ventures, among others.
The source of the legacy catalog rating and review count has not been substantiated. Neither is presented here as a verified review rating or included in review structured data.
Workflow Fit Scores are separate, use-case-specific editorial judgments, not user-review averages. Read the Fit Score methodology.
- • Company brain gives agents real shared context instead of starting from scratch
- • Built-in evals catch agent regressions before they reach production
- • SOC 2 Type II and enterprise-grade access controls out of the box
- • Backed by a $50M Series B, a real signal of stability for a newer platform
- • No durable free plan, only a 14-day trial on the $37/mo Pro tier
- • 8% orchestration fee on top of the base subscription
- • Newer agent-first positioning means less independent long-term reliability data than established automation platforms
Key Features
- Visual AI agent builder for non-developers
- Company brain for shared team knowledge and live tool data
- Self-improving agents with built-in evaluation tools
- 35+ AI models with managed or bring-your-own-key access
- Legacy drag-and-drop workflow builder still available
- Gumstack security layer auditing AI tool calls org-wide
- MCP server hosting and proxying
- Enterprise SSO, SCIM, RBAC, audit logs, and VPC deployment
Trust & Data
Verified 2026-09
- Training on your data
- Not publishedGumloop's own trust-center URL, trust.gumloop.com, returned an active error page during research ('Oneleet Trust Error... has already been notified and is working on a fix') and was completely non-functional, so any SOC 2 or other certification that may be listed there could not be verified; only the EU-U.S. Data Privacy Framework certification, found in the separate privacy policy and independently checkable at dataprivacyframework.gov, is confirmed. The privacy policy itself never mentions AI, machine learning, or model training at all, so the training question can't be resolved from published sources.
- Compliance
- EU-U.S. Data Privacy Framework (DPF)
- Retention
- Not published
- Export
- Partial export
Source: gumloop.com
As published by the vendor. Verify independently before purchase decisions.
Our Take
The company brain concept and built-in evals are the real differentiators over a plain automation tool: agents get shared context instead of starting cold on every run, and teams get a way to catch a regression before it reaches production instead of finding out from an angry Slack message. The enterprise controls (SSO, SCIM, VPC, SOC 2 Type II) suggest this is built for teams that already have security requirements to satisfy, not solo hobbyist automation. There's no durable free plan on the current pricing page, just a 14-day trial on the $37/mo Pro tier, so budget for a real subscription before you can fully evaluate it at production scale. If your team has outgrown Zapier-style app-to-app triggers and wants agents that can actually reason over company knowledge, it's worth the trial; if you just need to move data between two apps, a simpler automation tool is still the better fit.