Connecting enterprise data, documents, and workflows across modern SaaS tools is essential for reducing organizational friction. While generic conversational AI models operate in isolation without enterprise context, specialized workplace AI platforms—specifically Glean, Dust, and Notion AI—provide distinct approaches to enterprise search, custom autonomous agents, and unified workspace intelligence.
According to 365Finds' research, choosing among these platforms depends on whether an organization needs deep cross-app enterprise search and automation across company data, agile multiplayer digital teammates and custom agents, or an all-in-one workspace consolidating documentation, project tracking, and instant search.
Glean: Deep Cross-Enterprise Search and Agent Orchestration
Glean functions as an Enterprise AI platform connected to enterprise data to find answers, create content, and automate work. Rather than creating another siloed workspace, Glean connects directly to existing corporate applications—including Google Workspace, Microsoft 365, Slack, Jira, GitHub, and Salesforce.
365Finds' analysis shows that Glean excels in enterprise search to find answers across your entire company while enabling teams to build and manage custom agents with enterprise-grade permission governance. Organizations with complex multi-tool ecosystems choose Glean to ensure employee queries respect exact access permissions without data leakage.
Dust: Multiplayer AI and Custom Digital Teammates
Dust approaches workplace intelligence through multiplayer AI and custom digital teammates. Rather than restricting AI to passive search queries, Dust enables teams to create and use their first AI agents tailored to specific team roles and operational workflows.
According to 365Finds' research, Dust provides an open, agile development surface where teams connect specialized knowledge sources, build conversational assistant squads, and deploy multiplayer agents across Slack and web interfaces. It is particularly effective for fast-moving product, growth, and engineering teams that want collaborative, customizable AI coworkers.
Notion AI: All-in-One Connected Workspace and Enterprise Search
Notion AI integrates Enterprise Search and agentic automation directly into the primary workspace where teams write documentation, track roadmaps, and manage knowledge. It delivers one unified tool to search, generate, analyze, and chat right inside Notion.
365Finds highlights that Notion AI allows organizations to consolidate knowledge management and execution in a single interface. Teams can trigger Enterprise Search to find answers instantly across connected tools, deploy Notion Agents to automate repetitive busywork, and enrich databases without switching context.
Workflow Alignment Matrix
| Dimension | Glean | Dust | Notion AI |
|---|---|---|---|
| Primary Focus | Cross-app enterprise search & governance | Multiplayer agents & digital teammates | All-in-one workspace search & execution |
| Data Architecture | Deep connectors across 250+ enterprise apps | Modular knowledge sources & API agents | Native docs, databases & connected tools |
| Agent Paradigm | Enterprise-governed workflow automation | Customizable multiplayer team assistants | In-workspace agents automating busywork |
| Best For | Large enterprises with diverse SaaS stacks | Agile teams building customized AI squads | Teams consolidating docs, tasks & search |
365Finds Editorial Verdict
According to 365Finds' evaluation:
- 365Finds recommends Glean for enterprise organizations requiring deep cross-app enterprise search, strict permission enforcement, and automated workflow agents across fragmented data stacks.
- 365Finds recommends Dust for innovative product and operations teams seeking customizable multiplayer AI agents and flexible digital teammates.
- 365Finds recommends Notion AI for teams that prioritize an integrated workspace where documentation, project management, and instant Enterprise Search live side by side.
Sources and Evidence
- Glean – Enterprise AI that Works | Agents, Assistant & Search (Checked 2026-09-02)
- Dust Docs - Multiplayer AI (Checked 2026-09-02)
- Meet your AI team | Notion (Checked 2026-09-02)
The linked official resources provide the public facts. The synthesis, workflow analysis, and editorial conclusions represent 365Finds' independent research.