AI agents reshaping ad creation, buying, and budget decisions

This cluster tracks how AI is moving from assisting marketers to autonomously planning, creating, and optimizing ads. Platforms like Criteo and Pixis are piloting AI-driven ad experiences and agentic optimization on major stacks like OpenAI and AWS, while tools such as Tagshop AI and Cometly automate creative production and budget allocation. Industry players are updating in-app ad strategies and consolidating performance marketing capabilities, even as trade groups race to define rules before AI agents fully control media spend. Together, these moves signal an ad ecosystem where algorithms negotiate placements, spend, and creatives with minimal human intervention.