Marketecture: Get Smart. Fast. How Building With AI Sharply Improves Marketing Performance
May 11, 2026
Mike Treon, a PMG technologist who built Ally integrations and AI workflows. He talks about agentic automation for CTV campaign tasks. He covers rapid prototyping, micro-segmentation and faster experimentation. He explains the role of clean, contextualized data and Alley for AI readiness. He discusses governance, staging, and scaling AI-enabled workflows.
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AI Enables Rapid Prototyping And Validation
- AI agents let agencies prototype and iterate product ideas far faster than traditional SDLC timelines.
- Mike Treon said this speed turns long backlogs into rapid experiments that reveal which ideas actually add value.
Agentified CTV Campaign Management Example
- PMG used agents to automate a three-step CTV campaign analysis that formerly lived in a downloads folder.
- The analyst agent sequences checking deals, reviewing targets, and surfacing missed opportunities to triple campaign throughput.
Document Playbooks For Repeatable Agent Execution
- Capture institutional playbooks into RAG knowledge so agents repeat expert workflows reliably.
- Mike Treon stressed that encoding operators' playbooks lets six others execute a senior analyst's process consistently.