How Building With AI Sharply Improves Marketing Performance

At Marketecture Live, David Dworin, Chief Product Officer, FreeWheel, with Mike Treon, Head of CTV Strategy, PMG, shares how AI and agentic workflows are reshaping marketing and media operations. From accelerating campaign execution to enabling real-time decision making, David dives into how AI is unlocking speed, scale, and creativity across programmatic ecosystems. This conversation highlights how building with AI is not just about efficiency, but about fundamentally improving marketing performance. Takeaways • AI agents dramatically increase workflow speed and campaign output • Automation removes friction from reporting and analysis processes • Custom workflows can now be built rapidly outside traditional development cycles • Clean, connected data is critical for AI-driven decision making • Marketers are shifting toward becoming technology-enabled operators • AI enables deeper campaign optimization through micro segmentation • Capturing institutional knowledge allows repeatable and scalable execution Chapters 00:10 Introduction to David Dworin and AI in marketing 01:04 AI and agents enter the spotlight in media workflows 02:19 Faster development and collaboration with AI tools 02:35 Rapid prototyping and idea validation with AI 03:24 Transforming CTV campaign management with automation 04:50 AI agents handling daily campaign analysis tasks 05:53 Automating workflows to unlock productivity gains 06:35 The role of Alley and structured data in AI readiness 09:07 Balancing scalable products with rapid experimentation 10:37 Rise of vibe coding and agentic engineering 12:01 Alley Labs and democratizing internal innovation 14:06 Built-in vs built-on AI product strategy 15:17 The future of programmatic flexibility and APIs 16:36 Empowering marketers to build with AI 18:32 Importance of documenting workflows for AI success 20:04 AI infrastructure, APIs, and customization at FreeWheel Learn more about your ad choices. Visit megaphone.fm/adchoices