eCommerce AI Agents
AI Agents for eCommerce on AWS
A 64-part field guide, from a first support agent to a multi-agent operations team — every part naming the tools, the human approval gate, and what breaks when you skip one.
Start Here
Four entry points: the automation map, the architecture brief, the priority score, and the readiness check.
AI Agents for eCommerce: 15 Automations
The field map — which workflows are agent-shaped and which are not.
AWS AI Agent Architecture for eCommerce
CTO brief: Harness vs Runtime, Gateway, Cedar, Identity, HITL.
AI Agent ROI: What to Automate First
Opportunity scoring for the first one to three workflows.
eCommerce AI Agent Readiness Assessment
Data, integration, process, governance, and approval readiness.
Start Here — Store Operations
The workflows most merchants automate first: support, WISMO, back office, and daily priorities.
Part 1: AI Agents for eCommerce: 15 Automations
Part 2: AI Customer Support Agent
Part 3: WISMO Automation
Part 4: Back Office Automation: 10 Agent Tasks
Part 5: Operations Agent: Daily Priorities
Part 6: Store Analytics Agent
Part 7: Product Review Analysis
Part 8: Order Exception Management
Part 9: Product Catalog Management
Part 10: Shopping Agent Readiness (13 checks)
Part 11: AI Agent vs Workflow Automation
Part 12: AWS AI Agent Architecture
Customer and Revenue Agents
Recommendation, recovery, retention, and post-purchase — with discounts and writes gated behind a human.
Part 13: Recommendation Agents for Guided Selling
Part 14: Cart Abandonment Recovery
Part 15: Upsell and Cross-Sell
Part 16: Personalized Offers
Part 17: Dynamic Merchandising
Part 18: Retention Agent: Churn Risk
Part 19: Customer Lifetime Value
Part 20: Post-Purchase Engagement
Part 21: Replenishment: Predict the Next Buy
Inventory, Purchasing, and Vendors
Reorder briefs, dead stock, demand signals, and PO approval gates. Humans still sign the purchase order.
B2B Commerce Agents
Contract pricing, quotes, reorder cadence, and onboarding — where a shopper JWT must never read a buyer price.
Agentic Commerce and AI Discovery
What changes when the buyer, or the thing choosing the SKU, is somebody else's model.
Part 32: Your Next Customer May Be an AI Agent
Part 33: AI Search as a Sales Channel
Part 34: Generative Engine Optimization
Part 35: AI-Ready Product Catalog
Part 36: When AI Agents Choose Products
Part 61: Agent-Ready Storefront
Part 62: The AI Product Passport
Part 63: Staying Visible in AI Product Discovery
Part 64: Surviving an AI Comparison
Autonomy, Governance, and Readiness
How much autonomy per action, where the human sits, and what to fix before the model.
Part 37: Agent Autonomy Spectrum
Part 38: Human-in-the-Loop Architecture
Part 39: Securing Agents on Your Store
Part 40: ROI: What to Automate First
Part 41: Readiness Assessment
Part 42: Challenges Before the Model
Part 43: Agent Maturity Model
Part 44: Agent Roadmap and Phasing
Data, Margin, and Proactive Operations
Join keys, evidence-backed alerts, and agents that raise the exception before anyone opens a dashboard.
Part 45: AI-Ready Data Layer
Part 46: Data Agent for Orders and Inventory
Part 47: Data Quality Monitoring
Part 48: Root Cause Analysis Agents
Part 49: Margin Intelligence
Part 50: Refund Investigation
Part 51: Return Fraud and Abuse Detection
Part 52: Pricing Intelligence
Part 53: Store Monitoring Agent
Part 54: The Exception Agent
Part 55: Alerts With Evidence and Next Actions
Part 56: Operations Control Tower
Multi-Agent Architecture and Integration
When one agent stops being enough, what it should remember, and how it reaches Shopify, ERP, CRM, and WMS.
Model the Cost Before You Build
Platform spend and readiness, before a proof of concept turns into a budget conversation.
Bedrock AgentCore Pricing Calculator
Estimate AgentCore Runtime, Gateway, Memory, Browser, and Code Interpreter platform fees — separate from Bedrock model inference tokens.
GenAI Readiness Checker
Measure data, team, and infra readiness — get a recommended AWS AI starting point (Bedrock, SageMaker, or Amazon Q).
Copyable Artifacts
Every part links a checklist, contract, or decision matrix you can copy into your own store.
Building Agents on Your Store?
We connect agents to storefronts and back-office systems on AWS — with tool boundaries, Cedar on writes, and a human on anything that moves money.