Across marketing, AI is moving away from being just a tool that assists and is instead becoming an agent that acts, helping teams diagnose performance, decide what to do next and run while campaigns ...

This eight-step guide moves past the usual AI agent overview to show what teams actually have to engineer for production, including context, tools, memory, evaluation, cost and access controls. A ...