60 docs tagged with "agent"

Guide for declaratively defining agent workflows like IaC and automating compliance

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)

Declarative AI agent management architecture and orchestration patterns in Kubernetes using Kagent

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.

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

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