Prompt

Can you recommend a workspace copilot for Q&A over uploaded files and shared team docs?

Latest observation

Jul 19, 2026 · OpenAI APIWeb search: off

Yes — if you want a workspace copilot for Q&A over uploaded files and shared team docs, the best choice depends on your stack and how important permissions/security are.

Top recommendations

1) Google Gemini for Workspace

Best if your team lives in Google Docs/Drive/Gmail/Meet.

Why it’s good

  • Answers questions across shared Drive docs and files
  • Natural fit for Google Workspace permissions
  • Strong for summarizing, drafting, and searching team content

Watch for

  • Best experience if your docs are already in Google Drive
  • Enterprise features vary by plan

2) Microsoft Copilot for Microsoft 365

Best if you use SharePoint, OneDrive, Teams, Outlook, Word, Excel.

Why it’s good

  • Excellent for Q&A over shared files and team docs in Microsoft 365
  • Inherits Microsoft permissions and access controls
  • Strong enterprise governance and admin controls

Watch for

  • Can be expensive
  • Best value only if you’re already on Microsoft 365

3) Slack AI + connected knowledge tools

Best if your team works primarily in Slack and wants answers from docs plus conversations.

Why it’s good

  • Great for conversational access to team knowledge
  • Convenient for quick internal Q&A
  • Can complement Drive/Confluence/Notion integrations

Watch for

  • Usually not a full document copilot by itself
  • Best when paired with a doc source like Drive or Confluence

4) Notion AI

Best if your team keeps most knowledge in Notion.

Why it’s good

  • Very good for internal wiki-style docs
  • Easy Q&A over team pages and notes
  • Good for lightweight team knowledge bases

Watch for

  • Not ideal if your docs are spread across many systems
  • Less enterprise-doc focused than Microsoft/Google options

5) Glean

Best for cross-app enterprise search and Q&A.

Why it’s good

  • One of the strongest options for searching across many tools: Drive, Slack, Confluence, Jira, GitHub, SharePoint, etc.
  • Good permissions-aware answer generation
  • Strong for larger teams with fragmented knowledge

Watch for

  • More of an enterprise knowledge layer than a simple assistant
  • Usually requires setup and budget

My quick shortlist

  • Google Workspace teamGemini for Workspace
  • Microsoft 365 teamMicrosoft Copilot
  • Multi-tool enterprise teamGlean
  • Notion-centric teamNotion AI
  • Slack-first teamSlack AI plus your doc source

What to look for

For your use case, make sure the copilot has:

  • Permission-aware retrieval so users only see what they’re allowed to see
  • Support for uploaded files and shared team docs
  • Integrations with your actual storage system
  • Citations/links back to source docs
  • Admin controls, audit logs, and data protection
  • Good support for PDFs, Docs, Slides, spreadsheets, and images if needed

If you want the safest default

If you’re asking for the best general-purpose enterprise option, I’d usually say:

  • Microsoft Copilot if your company is on Microsoft 365
  • Glean if you need cross-platform knowledge search
  • Gemini for Workspace if you’re all-in on Google

If you tell me:

  1. what tools you use now,
  2. team size, and
  3. whether you need strict enterprise security,

I can give you a tighter recommendation.

Observation history

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How did Obsurfable measure this prompt?

Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, and Meta AI.