Glean
Enterprise AI platform that connects knowledge, systems, and context for secure work automation.
For large enterprises needing secure, context-aware AI, Glean is a strong contender. Its deep integrations, permission-aware search, and agent orchestration reduce token waste and IT overhead. However, sales-led pricing and complex setup make it overkill for small teams or casual use.
- Large enterprises needing secure, permission-aware AI across all departments
- Teams wanting to reduce internal support tickets with an AI knowledge base
- Organizations looking to auto-generate content and research from internal data
- IT and compliance teams requiring full AI observability and governance
- Small businesses with limited collaboration tool integrations
- Teams looking for a simple chatbot without enterprise security overhead
- Users who need a low-cost or free AI assistant
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Skip Glean if your organization has fewer than 500 employees or you need a simple, low-cost AI chatbot without enterprise governance features.
Custom pricing – no self-serve tiers; requires sales engagement.
Glean's pricing is enterprise-only and custom-quoted, typically per-seat per-month with volume discounts. This fits large companies with dedicated AI budgets. Cheaper alternatives for SMBs include Notion AI ($10/mo per user) or Intercom Fin (usage-based). More expensive peers like Salesforce Einstein or ServiceNow AI have similar price points.
In short
Glean — Enterprise AI platform that connects knowledge, systems, and context for secure work automation. Best for Large enterprises needing secure, permission-aware AI across all departments, Teams wanting to reduce internal support tickets with an AI knowledge base, Organizations looking to auto-generate content and research from internal data. Contact Sales pricing.
Viability Score
How likely is Glean to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Key Features
- Personal AI assistant with proactive intelligence
- Data analysis and research from internal data
- Content creation and work execution across apps
- Agent builder with governance and orchestration
- Pre-built agent library for common tasks
- Enterprise search with hybrid (keyword+vector) search
- Enterprise Graph and Personal Graph for context
- Connector actions across 250+ enterprise tools
- Model Hub supporting 35+ LLM models
- MCP Gateway for accurate tool use and reduced tokens
- Agentic Engine for planning over company context
- Permission-aware access control
- Full query and action audit logging
- Browser extension for in-tool AI access
- Compliance: ISO 42001, HIPAA, SOC 2, GDPR, TX-RAMP
About Glean
Glean is an enterprise AI work platform that combines a personal AI assistant, agent builder with governance, and enterprise search to help large organizations find information, analyze data, create content, and execute actions from a single interface. It connects to over 250 enterprise tools—including Slack, Google Drive, Jira, Confluence, SharePoint, GitHub, Salesforce, Zoom, Zendesk, and Miro—and uses a permission-aware Enterprise Graph and Personal Graph to deliver accurate, secure answers. Glean supports 35+ LLM models via its Model Hub, and its Agentic Engine and MCP Gateway reduce token usage by 30% compared to off-the-shelf MCP tools. The platform claims 110 hours saved per user per year, 20% fewer internal support tickets, 93% enterprise adoption in under two years, and less than six months to ROI. Compliance with ISO 42001, HIPAA, SOC 2 Type II, GDPR, and TX-RAMP Level 2 makes it suitable for regulated industries. Unlike general-purpose chatbots or standalone search tools, Glean offers a unified work AI layer with deep integrations and enterprise-grade security, positioned for organizations that need to scale AI safely across departments.
Behind the Verdict
Glean is built for the Fortune 500, not the Fortune 5. The 250+ connectors and permission-aware Enterprise Graph solve a real problem: employees wasting time searching across siloed apps. The 30% token reduction claim via MCP Gateway is a practical cost-saving feature that separates it from generic AI assistants. Where it bites is the lack of transparent pricing and the heavy onboarding required. Expect a sales conversation and likely a six-figure annual commitment for full deployment. Compared to Microsoft Copilot or Google Vertex AI, Glean is more opinionated—it wants to be the single AI layer across your entire stack, not a bolt-on. That's powerful for compliance-heavy industries, but it means you're locked into their ecosystem. In practice, we'd recommend Glean for organizations with 1,000+ employees, a diverse tool stack, and a dedicated IT team to manage rollout. For startups, stick with something like Perplexity or a simple chatbot. The platform's agent library and orchestration are genuinely useful—customer stories show real adoption rates above 90% in some teams. But if you're looking for a quick pilot, the setup time and sales process are hurdles.
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Real-world workflow fit
Concrete scenarios for the personas Glean actually fits — and what changes day-one when you adopt it.
An engineering manager needs to find the root cause of a production bug reported in Slack. She asks Glean in Slack: 'Find the recent Jira tickets and GitHub commits related to 'payment timeout' error.' Glean returns relevant tickets, PRs, and past Slack conversations, saving 30 minutes of manual searching.
Outcome: Faster debugging and cross-reference of issues across multiple systems, reducing mean time to resolution.
A support agent handling a complex ticket uses Glean in Zendesk to search for similar customer issues, product documentation, and internal SOPs. Glean provides a summarized answer with permissions-aware links, allowing the agent to resolve the ticket in one interaction.
Outcome: 20% fewer internal support escalations and reduced average handle time.
A marketing manager preparing for a campaign uses Glean to pull recent campaign performance data from Salesforce, competitive intelligence from internal documents, and approved assets from Google Drive. She drafts a campaign brief using Glean's content creation feature.
Outcome: Faster content creation and alignment with cross-functional data without toggling between tools.
Use Cases
- Engineering teams searching internal codebases and documentation with natural language.
- Customer service agents retrieving relevant product info and past tickets instantly.
- Sales reps getting account intelligence and meeting prep from CRM and email.
- Marketing teams accessing campaign assets, analytics, and approvals across tools.
- IT and People teams automating employee onboarding queries and policy lookups.
Models Under the Hood
as of 2026-07-14
Limitations
- No public pricing is visible on the site – requires a sales demo.
- Setup may be complex for smaller teams given the enterprise focus.
- The platform is designed for large organizations with extensive integration needs.
as of 2026-06-25
Where the pricing makes sense
The company stage and team size where Glean's pricing actually pencils out — and where peers do it cheaper.
Glean's pricing is enterprise-only and custom-quoted, typically per-seat per-month with volume discounts. This fits large companies with dedicated AI budgets. Cheaper alternatives for SMBs include Notion AI ($10/mo per user) or Intercom Fin (usage-based). More expensive peers like Salesforce Einstein or ServiceNow AI have similar price points.
Setup time & first value
How long it actually takes to get something useful out of Glean — broken out by persona, not the marketing-page minute.
For an enterprise with 500+ users and admin access to major tools, initial setup takes 2-4 weeks: configuring connectors, indexing (1-2 weeks), deploying browser extensions and Slack app (few days), and training (few days). Smaller orgs may be faster, but still require IT involvement.
Switching to or from Glean
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From internal wikis/Self-hosted search: Glean's connectors index Confluence, SharePoint, and Google Drive. No direct migration—just connect and enable.
- →From Albert (Genius by Google): Glean offers a similar unified search experience but with deeper integrations and agent capabilities.
- ↗To Coveo: Export your indexed data via API. Coveo also imports from Google Drive, SharePoint, and Salesforce.
- ↗To Elastic Workplace Search: Re-index from source systems. No direct export path.
Integrations
Resources & Guides
- Resourceglean.com
Glean Academy Guest Lectures: Season 2
Helpful link from glean.com
- Resourceglean.com
Enterprise AI resources, guides & studies
Helpful link from glean.com
- Resourceglean.com
Work AI blog - AI agents, assistant, and search resources
Helpful link from glean.com
- Resourceglean.com
AI Prompt Library – Discover and Share Powerful Prompts
Helpful link from glean.com
- Resourceglean.com
Upcoming + on-demand enterprise AI webinars
Helpful link from glean.com
Official links
Popular in Productivity
Frequently Asked Questions
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