LangChain's Paid Media Agent: A Deep Agent in Slack for Ad Analytics

LangChain · x · 2026-09-17

LangChain shared its internal Paid Media Agent: a Deep Agent that lives in Slack. Every Monday it reads spend, clicks, and conversions across 6 ad platforms plus the data warehouse, tells the team what changed and why, proposes campaign changes, and applies them once approved.

This is part of their GTM engineering series on how they build and use agents internally. A live webinar on September 23 will walk through how the marketing team uses it, how it was built, and lessons learned.

Related event: LangChain Open-Sources Its Slack-Based Paid Media Deep Agent(6 posts)→

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