94 docs tagged with "scope:design"

8 common + 3 Mitsukoshi-specific (Foreigner duty-free, Luxury SOV, VIP concierge)

8 common + 3 Momo-specific (Live attribution · Delivery SLA · Recommendation diversity)

8 common + 3 UPI-specific (cross-BU member journey · own-SKU sell-through · cold chain)

8 common scenarios (S1–S8) + 3 AMWAY-specific scenarios (S9-A · S10-A · S11-A)

30-minute demo for LG H&H Marketing executive meeting — Top-5 (S1·S2·S3·S5·S7)

A 30-minute demonstration for AMWAY global executives and ABO meetings — Top-5 (S1 · S9-A · S10-A · S2 · S11-A)

30-minute demo for Mitsukoshi executives, MD, and VIP team meetings

30-minute live demo for Momo executives, live-operations teams, and logistics teams

30-minute demo for UPI group executives and BU operations teams

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

Eight core scenarios for marketing innovation. Data mix (first-party + 4 external types) is specified for every scenario

Architecture Decision Record documenting principles, scope, responsibilities, and rollback boundaries to be agreed upon before introducing the Self-Improving Agent Loop to production

Decision framework and pattern catalog for combining Bedrock AgentCore managed service with EKS-based self-hosted agents in hybrid deployment

Overall system architecture of a production-grade Agentic AI Platform — 6 runtime layers and 3 cross-cutting planes

Decision framework for selecting the optimal approach between SageMaker Unified Studio, Bedrock AgentCore, and EKS open architecture based on customer needs

A platform approach that reduces infrastructure operational burden using Amazon Bedrock, Strands Agents SDK, and AgentCore to focus on agent development

Bedrock + Neptune + OpenSearch + AgentCore + Cohere — a single architecture that delivers a working demo in 8 weeks

Bedrock + Neptune + OpenSearch + AgentCore — multilingual + live FX

Bedrock + Neptune + OpenSearch + Kinesis (Live) + TimeStream (Delivery SLA)

Bedrock + Neptune + OpenSearch + AgentCore + TimeStream (cold chain) + Glue (cross-BU ETL)

In-house ABO · SKU · subscription + 4 external sources (social, weather, FX, regulatory) with cohort_tag segmentation

PII-masked first-party data + 50K synthetic + 4 external type specifications and cohort_tag separation strategy

First-party + 4 external signal types — reinforced with FX and tourism signals

Massive SKU + Live + Delivery SLA + 4 external sources

5-BU integration + OPENPOINT + own SKUs + cold chain + 4 external sources

Analysis of EKS Hybrid Nodes Node/Pod CIDR routing requirements, CNI NAT configuration limits, CGNAT (100.64.0.0/10) support, and the Hybrid Nodes Gateway architecture that removes the Pod-routing requirement.

Guide to building Agentic AI platform using Amazon EKS and open-source ecosystem

3-plane design integrating ontology and Knowledge Graph into traditional Feature Store to reduce hallucinations, enable provenance tracking, and enhance domain entity utilization

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)

MRC (Marketing Representative for Customers) sales pitch guide for customer invitations to the 2026-04-09 Modern Agentic Applications Day.

Integrated semantic search across first-party SKU · Member · Reviews + external social reviews (Olive Young · X)

Integrated search across Nutrilite, Artistry, Home SKUs + ABOs + external social posts

Unified search across tenant brand SKUs + VIP/Foreigner + external reviews (Xiaohongshu, Dcard, Instagram)

Unified search across massive SKU + Members + Live reviews + Dcard · Xiaohongshu

Unified search across 5-BU SKUs + OPENPOINT members + external reviews

Subscription state machine + churn signature detection + automated win-back campaigns

Counter occupancy analysis across 700+ tenant brands × 19 stores × seasons

24-hour delivery promise vs measured + per-region fulfillment-center load + outdoor weather integration

Compare 7ELE / Carrefour turnover of Uni-President Food own SKUs (Uni-Noodle, Mai-Hsiang, etc.) against external channels

Automated review of FTC, Korea Door-to-Door Sales Act, MFDS, and EU direct-selling regulations + multi-country ad guards

Recommendations, pre-sale priority, and personal concierge chatbot for Black/Platinum/Gold members

Recommendation diversity · New-product exposure · Long-tail SKU discovery — exploration-purchase balance monitor

President Transnet cold-chain SLA + outdoor temperature + store-order optimization

Per-department autonomous tool-invoking chatbot — Bedrock Sonnet + AgentCore Memory + 12 tools

Autonomous tool invocation tailored to Marketing, Insights, Digital, VIP, and MD personas

Autonomous tool invocation tailored to each of 5 departments — Marketing · Category · Search-Recommendation · CS · Logistics

Autonomous tool invocation across 5 departments — Integrated Marketing · CMI · D&A · OPENPOINT · Manufacturing & Logistics

A chatbot autonomously invoking tools for ABO Field, CMI, D&A, CX, and Compliance personas

Automated report cards combining first-party GMV + search trends + weather + competitors

Automated reports combining massive-SKU categories + Live + Delivery + External signals

Combination of 5-BU GMV + own-SKU sell-through + 4 external sources

Automated reports combining store, floor, and brand GMV with FX, tourism, and competitor data

Automated report cards combining Nutrition, Beauty, Home BU revenue with 4 external sources

Auto-classified lifestyle personas + RFM × Category affinity KMeans integrated

5 lifestyle personas + KMeans over RFM × category affinity, enriched with social personas

5 lifestyle personas + RFM × luxury affinity + social personas

5 lifestyle personas + RFM × Live-viewing affinity

5 lifestyle personas + RFM × BU affinity + social

Bayesian attribution across in-house store, ABO direct sale, catalog, and SNS channels

Bayesian attribution across store, DM, and social channels for events such as the Anniversary Sale

Bayesian attribution across App · Live · TV · Messenger channels

OPENPOINT unified campaigns + cross-BU-driving channel mix with Bayesian attribution

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

Fusion of 4 sources — social, weather, FX (multi-country), regulatory

Fusion of 4 external signals — social, weather, FX (JPY/USD/HKD), and tourism

4-source fusion — Social · Weather · Economy · Competitor

Fusion of 4 external sources — social · weather · economic · competitor

A single timeline of in-house store → ABO direct sale → subscription → resignup

A single member's owned mall → SNS ad → Olive Young → Mart → Repurchase single timeline crossing BUs · channels

Single timeline of online → store → duty-free → repeat visit

Single timeline — App search → Live viewing → TV home-shopping → Re-purchase

Cross-BU journey of an OPENPOINT member across own BUs

Bedrock Guardrails 4 topics + duty-free regulations + minors-and-luxury guard

Bedrock Guardrails + Live-broadcast ad language + Minors + Refund regulations

Bedrock Guardrails + PDPA + BU commercial-information segregation

Bedrock Guardrails + marketing consent + PII masking + minor cosmetics guard

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

Duty-free recommendation system for foreigners combining passport, nationality, FX, and tourism data

Live viewer → cart → purchase funnel + per-host and per-SKU effect

Single-KG behavior analysis of one OPENPOINT member crossing 7-Eleven → Carrefour → Starbucks → Donut

5-stage loop design and safety mechanisms for self-hosted SLMs to autonomously learn and improve from production traces based on Karpathy's autosearch concept

Bedrock + Neptune + OpenSearch + AgentCore + Cohere — specialized for ABO tree, subscriptions, multilingual operations

Agentic AI deployment strategies that meet data sovereignty requirements — SCP region enforcement, Bedrock Geographic cross-Region inference, and EKS Hybrid Nodes-based hybrid/in-country self-hosting

5 key challenges faced when operating Agentic AI workloads