Research

Ask a question and Ayven searches your team's connected document sources and the open web at once, then writes up the answer with every source cited.

What it does

Ayven searches across your internal documents and external sources in parallel — no switching between tools or manually cross-referencing. She doesn't just return search results: she analyses, synthesises, and provides actionable insights with clear source attribution.

• Your team's connected document workspace (docs, spreadsheets, wiki pages)
• Web search with source verification
• Vector-based semantic search — meaning, not just keywords

Synthesis

• Sources cited for every claim
• Confidence levels for findings
• Follow-up questions built-in
• Export to docs or tickets

Research modes

You control where Ayven looks:

How to use it

Mention @Ayven in Slack or Microsoft Teams and ask the question. Tell her the mode if you want to restrict scope ("internal only"). Findings come back written up, with sources cited, ready for your team to read — and anything she'd publish or file goes to you for approval first.