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Research Agent

Research that synthesizes—and remembers

Ask a question. Ayven searches your Google Drive, Notion, and the web simultaneously. Synthesizes findings with sources cited. Stores insights in a knowledge graph for future sessions.

Multi-Source Search

Ayven searches across your internal documents and external sources in parallel. No more switching between tools or manually cross-referencing.

  • Google Drive integration (Docs, Sheets, Slides)
  • Notion pages and databases
  • Web search with source verification
  • Vector-based semantic search

Knowledge Graph

Unlike chat-based AI that forgets everything after the conversation, Ayven maintains a knowledge graph using Google Spanner. Context persists. Patterns emerge.

  • Long-running memory across sessions
  • Relationship mapping between concepts
  • Synthetic idea generation when knowledge is sparse
  • Continuous learning from your feedback

Synthesis, Not Summaries

Ayven doesn't just return search results. It analyzes, synthesizes, and provides actionable insights with clear source attribution.

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

Research Modes

Control where Ayven looks:

Internal Your docs only. No external data.
External Web research only.
Hybrid Internal + web. Default mode.

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