Glean$1.5M+
Additional ARR generated in 3 months with coaching and enablement agents
Mike WittigChief Information Officer, Gusto
View storyGumloop vs Glean: Which is best for you?
Glean gives every employee the same AI coworker. Gumloop gives every team agents built for their work.
The agent infrastructure powering the world's most AI-native companies
Tasks Automated
0+
Agents Deployed
0+
What Gumloop does that Glean can't
White-labeled Slack agents for every team
Spin up as many white-labeled Slack agents as your teams need, each with its own name, avatar, scope, and permissions. On Enterprise plans, agents shared with your organization can serve your entire Slack workspace, including teammates without a Gumloop account.
Custom integrations from plain-English prompts
Describe the integration you need, and Gumloop generates the connector, OAuth flow, and tool registration.
Triggers that span multiple apps
Tell Gumloop in plain English what to watch for across any combination of apps, and it'll monitor and fire automatically when the conditions match.
Code that builds on what came before
Gumloop agents write and execute Python in a secure, persistent sandbox with 80+ preinstalled packages and access to every connected integration.
Agents that call deterministic workflows
Gumloop agents can call deterministic workflows for work that shouldn't be improvised. The workflow runs the logic; the agent decides what to do with the result.
Agents that build their own skills, code, and triggers
Gumloop agents build new skills mid-conversation. Each one can run real code, call any connected tool, and fire on triggers it sets itself.
Gumloop vs. Glean
Glean started as indexed search and added agents. Gumloop started with agents that take action, and pairs them with Company Brain, a permission-aware index of what your company knows.
 Glean | ||
|---|---|---|
| Platform and ease of use | ||
| Platform and ease of use | ||
| Prebuilt integrations | ||
| 300+ | 100+ | |
| Agents | ||
| Code sandbox persistent within a conversation | ||
| White-labeled per-team Slack agents | ||
| Build custom MCP integrations with natural language | ||
| AI capabilities | ||
| AI capabilities | ||
| Multi-condition triggers across apps | ||
| Continuous web monitoring (competitor pages, news, social) | ||
| External/public sharing of artifacts with admin policy controls | ||
| Agents can invoke deterministic workflows | ||
| Live HTML artifacts | ||
| Support for skills | ||
| Skills callable by agents with full code execution | ||
| Skills with team-level sharing | ||
| Indexed cross-source search | ||
| Document search across thousands of internal files | ||
| Per-document permission enforcement on indexed data | ||
| Pricing | ||
| Pricing | ||
| Per-seat minimum | ||
| None | Custom (sales-led) | |
| Major AI models included in subscription | ||
| Premium enrichment tools included (Apollo, Exa, Firecrawl, DataForSEO, etc.) | ||
| Self-serve onboarding (no sales required) | ||
| Security, compliance, and governance | ||
| Security, compliance, and governance | ||
| SOC 2 Type II | ||
| HIPAA-ready | ||
| SSO + SCIM | ||
| Zero Data Retention | ||
| Virtual private cloud deployment | ||
| Connector-level role-based access controls (RBAC) | ||
| Connector Policies in core platform | ||
| Conversational analytics agent | ||
| Per-user / -agent / -service audit traces | ||
| Tracing of proxied MCP servers | ||
| Support and enablement | ||
| Support and enablement | ||
| Dedicated CSM and solution architect (on enterprise) | ||
| On-site enablement (on enterprise) | ||
Customer stories
“Everyone does things that they don’t want to do, and I think Gumloop is a great way to eliminate those things and be able to focus on the things that are strategic.”
Erik TchinnosianBusiness Operations, fal
View storyWhy teams choose Gumloop over Glean
A platform that grows with your team
Adding a custom integration to Glean takes an admin role, an OpenAPI spec, and a self-hosted Python server. With Gumloop, builders describe the integration in plain English and agents author new skills mid-conversation. Your team can build without having to run everything past procurement first.
Live data and company knowledge, together
Gumloop does both. When you need live, up-to-date data, agents pull it straight from your tools through your team's connected accounts. When you need what your team already knows, they search Company Brain across Google Drive, SharePoint, Notion, Confluence, Slack, Gmail, and more. The agent picks the right one for each question.
Built around action, grounded in your knowledge
Glean's agents start by searching an index, then act on what they find. Gumloop's agents start with the work itself: calling tools, running code, and writing back to your systems, pulling from Company Brain whenever they need context. Glean finds answers; Gumloop finds them and does the work.
Gumloop vs. Glean
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