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How "Supply side agents" capture org context without needing user access | Max Agency #podcast

LangChain · Jun 02, 2026 · Engineering Insights

Supply-side agents capture org context and decisions without user access by living where work happens.

“you don't really need to have access to the user. What you need access to is the system of context as well as decisions are being made throughout the organization.”

A LangChain podcast guest introduces 'supply side agents'—agents that don't require user access but instead tap into an organization's systems of context (Slack, Teams, ticketing) to capture decisions and telemetry. The framing positions agents as a 'nervous system' for how an org operates, which matters as enterprise AI shifts from user-facing assistants toward ambient, context-capturing infrastructure.

agents langchain context-capture enterprise-ai agent-architecture

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