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Work AI platform for enterprise search, assistants, and agents
Toolglade's take: Glean is one of the strongest enterprise Work AI platforms available, but it is a serious, sales-led enterprise purchase with 100-seat-class minimums, not a tool a small team casually adopts.
Glean is an enterprise Work AI platform that combines permissions-aware search, an AI assistant, and autonomous agents on top of a knowledge graph built from your connected apps. It is sold as a custom, per-seat enterprise contract, typically starting around $45-50/user/month with a roughly 100-seat minimum. In June 2025 Glean raised a $150M Series F at a $7.2B valuation.
Glean connects to the tools your company already uses, such as Slack, Google Drive, Confluence, Jira, Salesforce, and Microsoft 365, and builds a proprietary knowledge graph that understands people, content, and how they relate. On top of that graph it delivers a unified enterprise search experience, a generative AI assistant grounded in your own data, and a growing suite of autonomous agents, all while enforcing existing user permissions so employees only see what they are already allowed to access. Built for mid-market and large enterprises, Glean is designed to cut the time knowledge workers spend hunting for information and to let teams automate repetitive, context-heavy workflows. Its 2026 Glean Agents release added Agent Builder, an Agent Library, orchestration, and the Glean Protect governance layer, positioning the product as a horizontal platform for building secure, company-aware AI applications rather than a single point tool.
Glean is an enterprise Work AI platform that unifies search, an AI assistant, and autonomous agents on top of a permissions-aware knowledge graph built from your company's apps. It is sold via custom enterprise contracts, reportedly around $45-50/user/month for search plus a ~$15/user/month AI add-on, typically with a 100-seat minimum. In June 2025 Glean raised a $150M Series F at a $7.2B valuation. It is best for mid-market and large enterprises, not solo users or small budget-conscious teams.
Glean is a Palo Alto-based enterprise AI company founded in 2019 by former Google search engineers, building what it calls a Work AI platform. Its core premise is that valuable company knowledge is fragmented across dozens of SaaS tools, and that a permissions-aware knowledge graph plus AI can make that knowledge instantly discoverable and actionable.
The company has grown rapidly and is well capitalized, having raised a total of roughly $765M across six rounds. Its most recent disclosed round was a $150M Series F in June 2025 at a $7.2B valuation, led by Wellington Management, following a $200M Series E at $4.6B in September 2024. Glean was also named to CNBC's 2026 Disruptor 50 list.
Glean's platform has three pillars: enterprise search, an AI assistant, and Glean Agents. Search spans 100+ connectors including Slack, Google Drive, Confluence, Jira, Salesforce, and Microsoft 365, returning personalized results that respect each user's existing permissions. The assistant layers generative AI grounded in company data on top of that graph, and is accessible through a browser extension, desktop app, and iOS/Android apps.
In January 2026 Glean shipped a major Agents update featuring Agent Builder, an Agent Library, Agent Orchestration, and the Glean Protect governance layer. Agents can select from 100+ native actions across tools like Salesforce, Jira, GitHub, and M365, plus MCP-enabled actions, with guardrails such as department-level moderators, action-level access controls, and sensitivity-label enforcement. Glean can be deployed cloud-only or via a Cloud-prem model that runs the tenant as a managed service isolated within the customer's own AWS or GCP environment.
Glean targets mid-market and large enterprises, particularly knowledge-intensive organizations whose employees juggle many SaaS applications and lose time searching for information. Typical buyers are IT, knowledge-management, and increasingly AI/platform leaders who want a governed, company-wide standard for internal AI, with heavy usage from engineering, sales, support, and operations teams. Its seat minimums and enterprise-grade security and compliance orientation make it a poor fit for solo users, freelancers, and small startups.
Knowledge workers across engineering, sales, support, marketing, and operations who use Glean daily to find documents and answers and to run AI assistant and agent workflows.
CIOs, CTOs, VPs of IT, and heads of AI or digital workplace who own the budget and evaluate platform, security, and ROI for a company-wide Work AI standard.
IT admins, security and compliance teams, knowledge-management leads, and internal AI/platform engineers who assess connectors, governance, permissions, and deployment fit.
A mid-market to large enterprise (hundreds to thousands of employees) with knowledge fragmented across many SaaS tools, a mandate to deploy governed internal AI, and budget for a six-figure-plus annual contract with a 100+ seat commitment.
Glean has raised approximately $765M in total across six rounds. Key milestones: $100M Series C in May 2023 at a $1B valuation (Sequoia, General Catalyst); $200M Series E in September 2024 at a $4.6B valuation (led by Kleiner Perkins); and a $150M Series F in June 2025 at a $7.2B valuation, led by Wellington Management with participation from Khosla Ventures, Altimeter, Coatue, DST Global, ICONIQ, IVP, Lightspeed, Sequoia, and others.
Glean does not publish standard pricing; all contracts are custom-quoted. Reported rates are roughly $45-50 per user/month for the Enterprise Search license plus about $15 per user/month for the Work AI add-on, with consumption-based FlexCredits on top. Deals typically require around 100 seats minimum, so annual commitments commonly start near $50K-$60K and scale into the hundreds of thousands for larger deployments.
For mid-market and large enterprises whose employees waste significant time searching across many disconnected tools, Glean is often worth it thanks to its strong permissions-aware search, grounded AI assistant, and agent platform. For small teams or those with few data sources, the cost and seat minimums usually make it hard to justify.
Common alternatives include Guru, GoSearch, Onyx (open source), Microsoft Copilot, Coveo, and Elastic-based enterprise search. The right choice depends on your budget, deployment requirements, and which apps you need to connect.
Yes. Glean has native connectors for Slack and Google Drive, along with Confluence, Jira, Salesforce, Microsoft 365, Teams, GitHub, and 100+ other sources, pulling documents, messages, and metadata into a unified, permissions-aware knowledge graph.
Microsoft Copilot is deeply optimized for the Microsoft 365 ecosystem, while Glean is a tool-agnostic Work AI platform that indexes and searches across many vendors' apps equally. Organizations with a heterogeneous mix of SaaS tools often prefer Glean's neutral, cross-app knowledge graph and its dedicated agent-building platform.
Side-by-side pages for pricing, features, and best-fit use cases.
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