Glean as Enterprise Agent Control Plane

Glean matters because it is moving from a search box into the system of record for how enterprise AI work gets done. Its agent layer sits on top of the apps companies already use, pulls from permissioned internal data, and lets teams build automations for sales, compliance, and finance without buying a separate workflow stack. That makes it a broad infrastructure buy, not just a research tool.

• Glean already spans assistant, agents, orchestration, and enterprise memory, with 30 plus prebuilt agents, model routing, 100 plus native actions across connected apps, and hosted APIs. That is what a control plane looks like in practice, one layer that decides what data an agent can see, what tools it can call, and how work gets logged.
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• The procurement edge comes from cost consolidation. Glean is increasingly sold as an internal tools platform that can replace point products like Retool, Airtable, and Zapier, while still fitting mixed app environments like Slack, Zendesk, Confluence, Notion, and Jira. A research first product has to beat that bundle, not just beat it on answer quality.
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• This is a different lane from Hebbia. Hebbia is stronger where buyers need a high trust workspace for document heavy analysis inside regulated workflows, and it was at about $13M in estimated revenue by July 2024. Glean was estimated at $208M by December 2025, which shows how much larger the horizontal budget can be when the product spreads across many teams.
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The market is heading toward a split where vertical tools win when workflow depth and auditability are everything, and horizontal platforms win when the buyer wants one governed layer for many kinds of autonomous work. If Glean keeps becoming the place where companies connect data, assign tool access, and launch agents, it will shape how enterprise automation gets deployed across the org.