Uploaded April 2026 | Updated September 2026, 1 week ago
Talk by Kerri-Leigh Grady
socallinuxexpo.org/scale/23x/presentations/outsource-tedium-open-source-and-cloud-ai-automated-planogram-generation
Planograms translate market research and category rules into shelf-ready product-placement diagrams—but generating them usually requires tedious manual work and more caffeine than should be legal. This talk walks through a proof-of-concept system that uses AWS services, open-source components, and agentic LLM workflows to automatically convert merchandising knowledge into structured planogram descriptions suitable for a marketing professional's final touches. We’ll explore the architecture, the prompt engineer, the agent design that make the outputs reliable, and how open formats keep the workflow portable and extensible. Attendees will leave with practical patterns for building real-world, AI-driven automation with AWS services and open source.
Talk by Kerri-Leigh Grady
socallinuxexpo.org/scale/23x/presentations/outsource-tedium-open-source-and-cloud-ai-automated-planogram-generation
Planograms translate market research and category rules into shelf-ready product-placement diagrams—but generating them usually requires tedious manual work and more caffeine than should be legal. This talk walks through a proof-of-concept system that uses AWS services, open-source components, and agentic LLM workflows to automatically convert merchandising knowledge into structured planogram descriptions suitable for a marketing professional's final touches. We’ll explore the architecture, the prompt engineer, the agent design that make the outputs reliable, and how open formats keep the workflow portable and extensible. Attendees will leave with practical patterns for building real-world, AI-driven automation with AWS services and open source.
