5-Department Personas
5 personas — Brand Marketer / Insights / D&A · MarTech / CRM · LG Members / MD · Channel Sales
5 personas — Brand Marketer / Insights / D&A · MarTech / CRM · LG Members / MD · Channel Sales
AMWAY global direct-selling context — ABO Field / Insights / D&A · MarTech / CX / Compliance
Shinkong Mitsukoshi 5-department personas — Marketing, Insights, Digital, VIP, MD
5 departments — Marketing · Category · Search/Recommendation · CS · Logistics
Integrated Marketing · CMI · D&A · OPENPOINT · Manufacturing & Logistics — five departments
Architecture Decision Record documenting principles, scope, responsibilities, and rollback boundaries to be agreed upon before introducing the Self-Improving Agent Loop to production
Self-improving feedback loops and advanced agent design patterns
In-depth technical documentation on the architecture, deployment, and operations of the Agentic AI Platform
Overall system architecture of a production-grade Agentic AI Platform — 6 runtime layers and 3 cross-cutting planes
Architecture design, technical challenges, and AWS Native and EKS-based implementation approaches for the Agentic AI Platform
Guide to building Agentic AI platform using Amazon EKS and open-source ecosystem
25-class KG for AMWAY's ABO multi-level + subscription + global multilingual context (~700K edges)
Integration of 5 BUs + OPENPOINT + own-manufactured SKUs + cold chain (~900K edges)
3-BU integrated KG with 25 classes — Customer / Product / Transaction / Channel / Operations · External
Shinkong Mitsukoshi KG with 25 classes — VIP, foreigner, tenant brand, duty-free, store (~550K edges)
Massive SKU + Live viewing + In-house logistics (~800K edges)
Covers the 1-hour TTL constraint of EKS Kubernetes events, export pipeline design, and AI Agent query architecture based on the EKS and CloudWatch MCP servers.
Token optimization patterns for MCP-based agents. Quantifies upfront loading overhead and reduces token costs by 70-98% through four techniques — Progressive Discovery, tool compression proxy, Code Execution, and prompt cache alignment.
MRC (Marketing Representative for Customers) sales pitch guide for customer invitations to the 2026-04-09 Modern Agentic Applications Day.
Core architecture and technical challenges of Agentic AI platforms
Strategic selection guide for building Agentic AI platforms in AWS environments
5 key challenges faced when operating Agentic AI workloads