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Integrated search across Nutrilite, Artistry, Home SKUs + ABOs + external social posts
Subscription state machine + churn signature detection + automated win-back campaigns
Automated review of FTC, Korea Door-to-Door Sales Act, MFDS, and EU direct-selling regulations + multi-country ad guards
A chatbot autonomously invoking tools for ABO Field, CMI, D&A, CX, and Compliance personas
Automated report cards combining Nutrition, Beauty, Home BU revenue with 4 external sources
5 lifestyle personas + KMeans over RFM × category affinity, enriched with social personas
Bayesian attribution across in-house store, ABO direct sale, catalog, and SNS channels
Fusion of 4 sources — social, weather, FX (multi-country), regulatory
A single timeline of in-house store → ABO direct sale → subscription → resignup
Bedrock Guardrails — 4 topics + direct selling + minors + HFF advertising guards
Visualize AMWAY's multi-level ABO tree to a depth of 5 + PV/BV and level performance + Sponsor analysis
Integrated semantic search across first-party SKU · Member · Reviews + external social reviews (Olive Young · X)
Per-department autonomous tool-invoking chatbot — Bedrock Sonnet + AgentCore Memory + 12 tools
Automated report cards combining first-party GMV + search trends + weather + competitors
Auto-classified lifestyle personas + RFM × Category affinity KMeans integrated
Omnichannel (Owned mall/Mart/H&B/SNS) Bayesian attribution + search · SNS response combined
First-party GMV × 4 external types (social · weather · economy · competitor) macro analysis
A single member's owned mall → SNS ad → Olive Young → Mart → Repurchase single timeline crossing BUs · channels
Bedrock Guardrails + marketing consent + PII masking + minor cosmetics guard
Unified search across massive SKU + Members + Live reviews + Dcard · Xiaohongshu
24-hour delivery promise vs measured + per-region fulfillment-center load + outdoor weather integration
Recommendation diversity · New-product exposure · Long-tail SKU discovery — exploration-purchase balance monitor
Autonomous tool invocation tailored to each of 5 departments — Marketing · Category · Search-Recommendation · CS · Logistics
Automated reports combining massive-SKU categories + Live + Delivery + External signals
Bayesian attribution across App · Live · TV · Messenger channels
Single timeline — App search → Live viewing → TV home-shopping → Re-purchase
Live viewer → cart → purchase funnel + per-host and per-SKU effect
Unified search across tenant brand SKUs + VIP/Foreigner + external reviews (Xiaohongshu, Dcard, Instagram)
Counter occupancy analysis across 700+ tenant brands × 19 stores × seasons
Recommendations, pre-sale priority, and personal concierge chatbot for Black/Platinum/Gold members
Autonomous tool invocation tailored to Marketing, Insights, Digital, VIP, and MD personas
Automated reports combining store, floor, and brand GMV with FX, tourism, and competitor data
5 lifestyle personas + RFM × luxury affinity + social personas
Bayesian attribution across store, DM, and social channels for events such as the Anniversary Sale
Fusion of 4 external signals — social, weather, FX (JPY/USD/HKD), and tourism
Single timeline of online → store → duty-free → repeat visit
Bedrock Guardrails 4 topics + duty-free regulations + minors-and-luxury guard
Duty-free recommendation system for foreigners combining passport, nationality, FX, and tourism data
Unified search across 5-BU SKUs + OPENPOINT members + external reviews
Compare 7ELE / Carrefour turnover of Uni-President Food own SKUs (Uni-Noodle, Mai-Hsiang, etc.) against external channels
President Transnet cold-chain SLA + outdoor temperature + store-order optimization
Autonomous tool invocation across 5 departments — Integrated Marketing · CMI · D&A · OPENPOINT · Manufacturing & Logistics
Combination of 5-BU GMV + own-SKU sell-through + 4 external sources
OPENPOINT unified campaigns + cross-BU-driving channel mix with Bayesian attribution
Fusion of 4 external sources — social · weather · economic · competitor
Cross-BU journey of an OPENPOINT member across own BUs
Single-KG behavior analysis of one OPENPOINT member crossing 7-Eleven → Carrefour → Starbucks → Donut