Research

Ask a question and Ayven searches the open web and your team's connected documents, then writes up the answer and links the full research with its web sources.

What it does

Ayven searches the open web for outside facts and your connected documents for what your team has written. She writes a summary from the findings and links the full research, where each question she searched lists its web sources.

  • Your team's connected document workspace (docs, spreadsheets, wiki pages)
  • Web search with source verification
  • Vector-based semantic search that matches document content by meaning
  • Title search that finds a document by its name

Synthesis

  • Web sources listed for each question she searched
  • Confidence levels for findings
  • Follow-up questions built-in
  • Export to docs or tickets

Research modes

You control where Ayven looks:

ModeScope
InternalYour docs only. No external data.
ExternalWeb research only.
HybridInternal + web. The default.

How to use it

Mention @Ayven in Slack or Microsoft Teams and ask the question. She writes up the findings with the web sources she used, and a document or ticket she makes waits for your approval unless it is set to approve automatically.