Ambience vs Glean for company context.
Updated 2026-06-07 · Agent-readable markdown available
Glean is enterprise search. Ambience is governed company context for AI agents.
Ambience is the stronger fit when agents need writable, source-linked, scoped memory from work, not only enterprise search over existing knowledge.
- Search finds documents; Ambience captures durable agent-facing memory.
- Ambience can write new context as work happens.
- Scopes, redaction, and conflict review are first-class in Ambience.
Verdict
Choose Ambience when the goal is to make future agent sessions inherit decisions, conventions, failures, and skills with audit.
Glean mainly fits enterprise search and knowledge discovery across existing SaaS content.
The category difference
Enterprise search answers 'where is the information?' Company context answers 'what does this agent need before acting, and is it allowed to know it?'