Ambience vs Guru for company context.
Updated 2026-06-07 · Agent-readable markdown available
Guru helps teams manage knowledge cards. Ambience gives AI agents governed, source-linked company context.
Ambience is stronger when knowledge must be captured from agent work and reused by future agents under scope and audit controls.
- Ambience memories are written for agent retrieval.
- Agent sessions can create new durable context.
- Conflict review handles changing decisions.
Verdict
Choose Ambience when the main user of context is an AI agent, not only a human searching a card.
Guru mainly fits verified human-facing knowledge cards and support enablement.
The verification problem
Human-facing verification is useful. Agent-facing context also needs source, permissions, redaction, and a retrieval boundary that applies every time.