What is company context?.
Updated 2026-06-07 · Agent-readable markdown available
A practical definition of company context for teams adopting AI agents at work.
Company context is the reusable working memory of a business: the decisions, conventions, caveats, runbooks, sources, and permissions an AI agent needs before it can act safely.
- Company context is created by work, not by documentation alone.
- It lives across calls, tickets, PRs, docs, Slack threads, and agent sessions.
- Ambience turns that context into governed memory that approved agents can reuse.
The short definition
Company context is the difference between a generic agent and an agent that understands how a specific organisation works.
It includes the why behind decisions, the practices teams actually follow, the sources that prove them, and the access rules that decide who should see them.
Why agents expose the gap
Humans can ask around when context is missing. Agents usually cannot. If the relevant convention lives in a past call or a closed ticket, the agent starts from zero unless the company has a context layer.
Ambience gives that layer a durable shape: typed memory, scope, redaction, source, and audit.
The Ambience position
A company context system should not be a passive archive. It should capture what changed, preserve where it came from, constrain who can use it, and make the next approved agent session start ahead.