Marketecture: Get Smart. Fast.
Marketecture: Get Smart. Fast.
Ari Paparo
How Building With AI Sharply Improves Marketing Performance
24 minutes Posted May 11, 2026 at 10:00 am.
Introduction to David Dworin and AI in marketing
AI and agents enter the spotlight in media workflows
Faster development and collaboration with AI tools
Rapid prototyping and idea validation with AI
Transforming CTV campaign management with automation
AI agents handling daily campaign analysis tasks
Automating workflows to unlock productivity gains
The role of Alley and structured data in AI readiness
Balancing scalable products with rapid experimentation
Rise of vibe coding and agentic engineering
Alley Labs and democratizing internal innovation
Built-in vs built-on AI product strategy
The future of programmatic flexibility and APIs
Empowering marketers to build with AI
Importance of documenting workflows for AI success
AI infrastructure, APIs, and customization at FreeWheel
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Show notes
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
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