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© 2026 AI Agent Tools. All rights reserved.

The AI Agent Tools Directory — Built for Builders. Discover, compare, and choose the best AI agent tools and builder resources.

  1. Home
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  3. Glean
Enterprise Agents🟢No Code
G

Glean

AI-powered enterprise search and knowledge assistant. Connects all company information to provide instant, intelligent answers for employees.

Starting atContact
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💡

In Plain English

An AI-powered search engine for your company — finds information across all your internal tools and answers questions using your company's knowledge.

OverviewFeaturesPricingUse CasesIntegrationsLimitationsFAQSecurityAlternatives

Overview

Glean operates as a comprehensive enterprise knowledge platform that uses AI to transform how organizations access and utilize their collective information assets. Unlike traditional enterprise search tools that simply index documents, Glean creates an intelligent knowledge graph that understands relationships between people, projects, documents, and topics across an organization's entire information ecosystem. The platform connects to dozens of enterprise applications including Salesforce, Slack, Confluence, Google Workspace, Microsoft 365, Jira, and specialized industry tools to create a unified search and discovery experience. Glean's AI doesn't just retrieve documents - it understands context, provides personalized results based on user roles and projects, and can synthesize information from multiple sources to answer complex business questions. The platform learns from user behavior and feedback to continuously improve result relevance and can identify subject matter experts within the organization for specific topics. Glean excels in large enterprises where knowledge is scattered across multiple systems and finding the right information or expert can take hours of searching through various platforms. The system provides analytics and insights into how knowledge is being used across the organization, helping identify gaps, redundancies, and opportunities for knowledge management improvement. However, Glean's effectiveness depends heavily on the quality and organization of existing enterprise data, and implementation can be complex in organizations with inconsistent data governance or security policies. The platform also requires significant buy-in across multiple departments to achieve maximum value.

🦞

Using with OpenClaw

▼

Integrate Glean through enterprise APIs and authentication. May require custom skill development for OpenClaw.

Use Case Example:

Connect OpenClaw to Glean for enterprise workflow automation, respecting security and compliance requirements.

Learn about OpenClaw →
🎨

Vibe Coding Friendly?

▼
Difficulty:advanced
Not Recommended

Enterprise tool requiring significant setup, authentication, and domain expertise.

Learn about Vibe Coding →

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Editorial Review

Glean is the most capable enterprise knowledge search platform, connecting to 100+ workplace apps to provide unified, permission-aware search with AI-generated answers. The ability to search across Slack, Google Drive, Jira, Confluence, and dozens more tools from one interface is genuinely transformative for large organizations. Requires enterprise commitment and budget, but dramatically reduces time spent searching for information.

Key Features

Universal Enterprise Search+

Single search interface that queries across all connected enterprise applications with unified ranking and result presentation

Use Case:

Finding all information about a specific client account including emails, documents, support tickets, and sales data from a single query

Contextual AI Assistant+

AI that understands user roles, current projects, and organizational context to provide personalized and relevant information

Use Case:

Automatically surfacing relevant project documents, similar past initiatives, and expert contacts when starting a new strategic initiative

Expert Discovery Network+

Automatic identification and mapping of subject matter experts based on document authorship, engagement patterns, and knowledge contributions

Use Case:

Quickly identifying the most knowledgeable person about a specific technology or process when starting a new project or troubleshooting issues

Knowledge Analytics Dashboard+

Comprehensive insights into how organizational knowledge is accessed, shared, and utilized across teams and departments

Use Case:

Identifying redundant research efforts, knowledge silos, and opportunities for better information sharing across departments

Smart Recommendations Engine+

Proactive suggestions for relevant documents, experts, and related information based on current work patterns and organizational connections

Use Case:

Automatically suggesting relevant compliance documents when working on regulatory projects or connecting team members with complementary expertise

Secure Access Control+

Sophisticated permission management that respects existing access controls across all connected systems while enabling appropriate knowledge discovery

Use Case:

Ensuring sales teams can find relevant customer information while maintaining proper access restrictions for confidential financial data

Pricing Plans

Enterprise

Contact sales

  • ✓Full platform access
  • ✓Dedicated support
  • ✓Custom integrations
  • ✓SLA guarantees

Ready to get started with Glean?

View Pricing Options →

Best Use Cases

🎯

Large Enterprise Knowledge Management

Large Enterprise Knowledge Management

⚡

Consulting and Professional Services

Consulting and Professional Services

🔧

Research and Development Organizations

Research and Development Organizations

🚀

Regulated Industries Compliance

Regulated Industries Compliance

Integration Ecosystem

12 integrations

Glean works with these platforms and services:

🧠 LLM Providers
OpenAI
☁️ Cloud Platforms
AWSGCPAzure
💬 Communication
SlackTeamsEmail
📇 CRM
Salesforce
🔐 Auth & Identity
Okta
🔗 Other
GitHubNotionJira
View full Integration Matrix →

Limitations & What It Can't Do

We believe in transparent reviews. Here's what Glean doesn't handle well:

  • ⚠Requires significant implementation resources and ongoing maintenance across multiple enterprise systems
  • ⚠Effectiveness heavily dependent on existing data quality and organizational information management practices
  • ⚠High licensing and implementation costs may not be justified for smaller organizations or simpler information environments
  • ⚠Success requires substantial organizational change management and user adoption efforts across all departments

Pros & Cons

✓ Pros

  • ✓Comprehensive integration with 100+ enterprise applications creating a unified search experience across all organizational knowledge
  • ✓AI-powered personalization that provides role-specific and project-relevant results based on user context and behavior patterns
  • ✓Expert identification system that automatically maps subject matter expertise across the organization based on document authorship and engagement
  • ✓Advanced analytics providing insights into knowledge usage patterns, information gaps, and organizational expertise distribution
  • ✓Real-time indexing and updates that ensure search results reflect the most current information across all connected systems

✗ Cons

  • ✗Complex implementation requiring significant IT resources and coordination across multiple departments and systems
  • ✗Effectiveness heavily dependent on existing data quality, organization, and governance practices
  • ✗High licensing costs that may be prohibitive for smaller enterprises or organizations with limited knowledge management budgets
  • ✗Requires substantial user adoption and behavioral change to realize full organizational benefits

Frequently Asked Questions

How does Glean handle security and access permissions across multiple enterprise systems?+

Glean respects and inherits the existing access controls from each connected system, ensuring users only see information they're authorized to access. The platform maps permissions in real-time and can handle complex organizational hierarchies and role-based access controls. However, implementing Glean requires careful security review and may reveal inconsistencies in existing access control policies across different systems that need to be addressed.

What's involved in implementing Glean across a large enterprise?+

Implementation typically takes 3-6 months and involves IT teams, knowledge management specialists, and change management resources. The process includes connecting all relevant systems, configuring security settings, training users, and optimizing search algorithms based on organizational usage patterns. Success requires executive sponsorship, cross-departmental coordination, and ongoing user adoption efforts to achieve maximum ROI.

How does Glean's AI improve over time, and what data does it use for learning?+

Glean's AI learns from user search patterns, click-through rates, feedback on results, and document engagement to continuously improve relevance. The platform also analyzes document relationships, user collaboration patterns, and project connections to build better organizational understanding. All learning happens within the organization's data boundaries, and the platform provides transparency into how results are ranked and personalized.

Can Glean work effectively in organizations with poor data governance or inconsistent information management?+

Glean can provide value even with imperfect data governance, but organizations see significantly better results when they have consistent naming conventions, proper document tagging, and clear information hierarchies. The platform can actually help identify data governance issues by revealing inconsistencies and gaps in organizational knowledge. However, organizations with very poor data practices may need to invest in basic information management before seeing full benefits.

What ROI can organizations expect from implementing Glean?+

Most organizations report 20-40% time savings on information discovery and research tasks, with knowledge workers spending less time searching and more time on value-added work. Quantifiable benefits include reduced duplicate work, faster onboarding of new employees, and improved project outcomes through better access to organizational knowledge. ROI typically becomes apparent within 6-12 months, particularly in knowledge-intensive industries like consulting, finance, and technology.

🔒 Security & Compliance

🛡️ SOC2 Compliant
✅
SOC2
Yes
✅
GDPR
Yes
—
HIPAA
Unknown
✅
SSO
Yes
❌
Self-Hosted
No
❌
On-Prem
No
✅
RBAC
Yes
✅
Audit Log
Yes
✅
API Key Auth
Yes
❌
Open Source
No
✅
Encryption at Rest
Yes
✅
Encryption in Transit
Yes
Data Retention: configurable
Data Residency: US
📋 Privacy Policy →🛡️ Security Page →
🦞

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What's New in 2026

In 2026, Glean launched its AI Assistant platform enabling custom enterprise AI agents built on top of company knowledge. Updates include Glean Apps for building no-code workflows powered by enterprise data, expanded connector library to 150+ integrations, real-time knowledge graph updates, and an improved permissions model that respects granular access controls across all connected data sources.

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User Reviews

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Quick Info

Category

Enterprise Agents

Website

glean.com
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