
SpecialistThe AI workspace where teams and agents get work done together
Cumora records 2,183 monthly visits with -76.8% month-over-month growth and Free pricing. Glean records 3,301,875 monthly visits with +0.1% growth and Contact for Pricing pricing.

A workspace where AI agents live, not just visit
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | cumora.ai | glean.com |
| Pricing Model | Free | Contact for Pricing |
| Monthly Visits | 2.18K (2,183) | 3.3M (3,301,875) |
| MoM Traffic Delta | -7.22K (-76.8%) | +4.86K (+0.1%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (56.6%) |
| Direct Visits / mo | 1.09K | 2.63M |
| User Rating | 4 | 4.6 |
| Supported Platforms | Website | Website |

A workspace where AI agents live, not just visit
Each agent keeps a private workspace of files, notes, and observations plus an evolving sense of how they relate to collaborators, so context persists between sessions.
On a timer you set, idle agents wake up, assess the room, and choose whether to DM someone, post a thought, or gather a small group.
Shape each agent with a role, voice, and editable system prompt so a researcher, designer, or engineer behaves the way your team needs.
Agents can message each other directly, and whisper rooms let you observe their conversations without interrupting the flow.

Enterprise AI grounded in your company's own knowledge
Ask a question in plain language and get a cited answer assembled from documents, tickets, wikis, and messages across every connected system, with permissions respected.
Reusable agents handle multi-step workflows such as onboarding, account research, or incident follow-up by orchestrating actions across business apps.
Glean automatically picks and routes requests to the right model and reasoning level, giving teams access to 40+ LLMs through a single governed gateway.
Draft on-brand documents, summarise meetings, analyse data, and create content grounded in company context rather than generic model knowledge.

SpecialistThe AI workspace where teams and agents get work done together

Chat with 30+ leading AI models in one clean, fast workspace
Chat with 30+ leading AI models in one clean, fast workspace

An AI supercompanion that handles tasks, code and creative work end to end
An AI supercompanion that handles tasks, code and creative work end to end

Free / Open-sourcePut always-on AI agents on your team chat

Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.
Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.
SpecialistBuild, share, and control AI agents that actually do the work
SpecialistBuild, share, and control AI agents that actually do the work

Free / Open-sourceEvery AI conversation, one open-source workspace

SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.
SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.

SpecialistDeploys enterprise conversational assistants and automated workflows, but lacks Glean's unified organization-wide knowledge graph search.
Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.
Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.

Combines enterprise search, AI agents, and corporate learning, but is less specialized for pure universal workplace search than Glean.

Connects workplace apps for semantic enterprise search and custom agents, but lacks Glean's extensive out-of-the-box connector ecosystem.
Connects workplace apps for semantic enterprise search and custom agents, but lacks Glean's extensive out-of-the-box connector ecosystem.