LangChain

LangChain built a paid-media agent that analyzes campaign data, recommends changes, and applies approved actions. The agent helped paid media reach 20% of its marketing pipeline while cutting qualified lead costs, using a design principle that delegates judgment to models, reliable calculations and safeguards to code, and consequential actions to human approval.