Glean vs Team-GPT (now Juma by Juma Labs)

SpecialistThe AI workspace where teams and agents get work done together

Free / Open-sourceAn AI-powered visual workspace where teams think, plan, and build together

Free / Open-sourceAll-in-one Korean collaboration suite for teams and public institutions

Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.

Free / Open-sourceProject management that turns coding agents into real teammates

SpecialistBuild, share, and control AI agents that actually do the work

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.

SpecialistOne shared workspace for your team, your AI agents and your code projects

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.

Free / Open-sourceAll-in-one project management where human teams and AI agents work from one plan