What is
Glean
?
Most platform initiatives fail the same way: they start too big, get funded like projects instead of products, build for too long without testing with users, and confuse renaming an infrastructure team with building a platform team. Instead, start small, learn fast and scale deliberately.
At a glance
Fact | Details |
|---|---|
Primary use case | Permission-aware enterprise search and company-context grounding for AI assistants and agents |
Deployment type | SaaS platform with cloud APIs |
Pricing model | Custom enterprise quote based on organization size, seat count, content volume, and integration scope; no public fixed pricing |
API compatibility | REST APIs, Model Context Protocol (MCP), SDKs, LangChain |
Supported integrations | Slack, Jira, GitHub, Confluence, Google Drive, Google Workspace, Microsoft 365, SharePoint, Salesforce, Zendesk, LangChain, PagerDuty |
Source type | Dual |
Ideal team size | Medium to Large organizations |
Onboarding time | Variable; initial connector configuration and company-data indexing require time |
Required skills | Enterprise application administration, connector authorization and configuration, data synchronization; API and SDK development for custom integrations |
AEP branch | Agent Infrastructure |
AEP category | Harness |
AEP subcategory | Context |
AEP detail | Search & Retrieval |
Profile
Search & Retrieval is Glean’s AEP level. Glean connects company applications to provide enterprise search, an AI assistant, and agent capabilities grounded in company context. Its platform offers more than 250 connectors, APIs for building generative AI experiences, and features for governing AI usage and interactions.
Focus
Glean is intended for medium to large organizations that need to find information across company applications and provide company context to AI assistants and agents. Its search and retrieval capabilities help users get permission-aware answers from connected applications, while its agent and action features can support work across systems.
Background
The supplied research does not state Glean’s founding date, company history, or funding. It identifies the public GitHub repository gleanwork/glean-developer-site as Glean’s developer documentation site; the research does not describe other open-source contributions.
Features
Enterprise connectors
Connect company applications so their content is available for enterprise search and AI context. Glean offers more than 250 connectors, including applications such as Slack, Jira, GitHub, Confluence, Google Drive, Microsoft 365, Salesforce, and Zendesk.
Permission-aware search and answers
Find information across connected applications while returning answers that respect permissions. Glean’s platform APIs can ask across connected apps and provide permission-aware answers with citations.
APIs and developer integrations
Build generative AI experiences and connect Glean with developer tools. The platform provides REST APIs, SDKs, and MCP support, and supports LangChain compatibility.
Assistant and agents
Use company context to support assistant and agent workflows. Glean provides an enterprise AI assistant, agent-building capabilities, agent orchestration, governance, and a library of reusable agents.
AI controls and routing
Manage AI usage and interactions across the platform. Glean lists model routing, a model hub, usage controls, and an AI gateway among its platform capabilities.
Pros and cons
Pros
More than 250 connectors provide access to information across a broad range of enterprise applications.
Platform APIs provide permission-aware answers with citations across connected applications.
REST APIs, SDKs, and MCP support provide options for integrating Glean with applications and AI tools.
Cons
Initial connector configuration and company-data indexing require time, and connector setup involves authorization and synchronization work.
Pricing is not publicly fixed; organizations must obtain a custom enterprise quote based on organization size, seat count, content volume, and integration scope.
FAQs
Frequently asked questions
How does Glean work?
Glean connects to company applications, indexes company data, and retrieves permission-aware information for enterprise search and AI-assistant context.
What does Glean integrate with?
Glean supports integrations with Slack, Jira, GitHub, Confluence, Google Drive, Google Workspace, Microsoft 365, SharePoint, Salesforce, Zendesk, LangChain, and PagerDuty, and offers more than 250 connectors.
How much does Glean cost?
Glean uses a custom enterprise quote based on organization size, seat count, content volume, and integration scope; there is no public fixed pricing.
What is required to set up Glean?
Setting up Glean requires enterprise application administration, connector authorization and configuration, and data synchronization; API and SDK development is required for custom integrations. Onboarding time is variable because initial connector configuration and company-data indexing require time.
What are Glean's notable limitations?
Glean's initial connector configuration and company-data indexing require time, and connector setup involves authorization and synchronization work. Glean has no public fixed pricing, so organizations must obtain a custom enterprise quote.
