Partial. Microsoft-leaning.
2. Originated as Search platform?
Yes. Employee Productivity (search, knowledge, automation)
No. Learning Management origin.
3. Supports Hybrid API + Crawl RAG?
No. Free = no RAG; Paid = Crawling-Only RAG
4. Supports Rich and deep connectors?
Yes. Rich and deep connectors.
Partial. Limited connectors.
No. Broad range of
connectors, but not all official.
5. Broad knowledge managment platform?
Yes. GoLinks, Collections, Browser Extension, Slackbot, Meeting Bots, Meeting Note Taker (Clips), Workflows, Deep Research, Search.
Partial. Missing: Meeting Bots & Note Taker.
Partial. Missing: GoLinks, Collections, Browser Extension, Slackbot, Deep Research.
No. Missing: GoLinks, Collections, Slackbot, Meeting Bots & Note Takers outside Teams.
No. Missing: GoLinks,
Collections, Slackbot,
Workflows, Deep
Research.
6. Supports Chat-Driven + Visual Builder (no-code)?
7. Supports automatic tool creation?
Yes. AI vibe-codes tools on the fly.
No. Custom actions via developer/SDK; not AI auto-generation.
No. No support for AI-created tools
Partial. Via Copilot Studio custom connectors/actions; Extra licensing/credits and manual setup.
No. No evidence of
AI-generated tools.
8. Packaged Departmental Solutions
Yes. Sales scrub, Inbox Zero, Jira compliance, Slack recaps, daily to-dos.
9. Skills Library / Certified Assets
Yes. Certified workflows & prompts.
Yes. Prompt + Agent Library.
Yes. Agent templates, Agent Store.
10. Pricing (per employee / month)
Free (no RAG); $30/u/mo (RAG)
11. Self-serve / Zero IT overhead?
Yes. Zero-friction deployment: instant setup, no IT config required
Heavy. Heavy deployment: IT configuration need for admin accounts
Partial. Reduced-friction. Employees can self-serve. However, RAG is unusable until crawling completes.
Heavy. Heavy deployment: IT configuration need for admin accounts.
12. Human-in-the-loop support from vendor for workflows?
Yes. Technical & engineering support available.
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