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.
- Published parts
- 64
Five places to start the field guide
The automation map, the architecture brief, the priority score, the readiness check, and the AgentCore build walkthrough.
- 01
AI Agents for eCommerce: 15 Automations
The field map — which workflows are agent-shaped and which are not.
- 02
AWS AI Agent Architecture for eCommerce
CTO brief: Harness vs Runtime, Gateway, Cedar, Identity, HITL.
- 03
AI Agent ROI: What to Automate First
Opportunity scoring for the first one to three workflows.
- 04
eCommerce AI Agent Readiness Assessment
Data, integration, process, governance, and approval readiness.
- 05
Build eCommerce Agents on Bedrock AgentCore
The build walkthrough — Runtime, Gateway, tool catalog, and approval gates.
All 64 parts of the series
8 tracks, from a first support agent to a multi-agent operations team. Every part names the tools, the human approval gate, and what breaks when you skip one.
Start Here — Store Operations
12The workflows most merchants automate first: support, WISMO, back office, and daily priorities.
- 01AI Agents for eCommerce: 15 Automations
- 02AI Customer Support Agent
- 03WISMO Automation
- 04Back Office Automation: 10 Agent Tasks
- 05Operations Agent: Daily Priorities
- 06Store Analytics Agent
- 07Product Review Analysis
- 08Order Exception Management
- 09Product Catalog Management
- 10Shopping Agent Readiness (13 checks)
- 11AI Agent vs Workflow Automation
- 12AWS AI Agent Architecture
Customer and Revenue Agents
9Recommendation, recovery, retention, and post-purchase — with discounts and writes gated behind a human.
Inventory, Purchasing, and Vendors
5Reorder briefs, dead stock, demand signals, and PO approval gates. Humans still sign the purchase order.
B2B Commerce Agents
5Contract pricing, quotes, reorder cadence, and onboarding — where a shopper JWT must never read a buyer price.
Agentic Commerce and AI Discovery
9What changes when the buyer, or the thing choosing the SKU, is somebody else's model.
Autonomy, Governance, and Readiness
8How much autonomy per action, where the human sits, and what to fix before the model.
Data, Margin, and Proactive Operations
12Join keys, evidence-backed alerts, and agents that raise the exception before anyone opens a dashboard.
- 45AI-Ready Data Layer
- 46Data Agent for Orders and Inventory
- 47Data Quality Monitoring
- 48Root Cause Analysis Agents
- 49Margin Intelligence
- 50Refund Investigation
- 51Return Fraud and Abuse Detection
- 52Pricing Intelligence
- 53Store Monitoring Agent
- 54The Exception Agent
- 55Alerts With Evidence and Next Actions
- 56Operations Control Tower
Multi-Agent Architecture and Integration
4When one agent stops being enough, what it should remember, and how it reaches Shopify, ERP, CRM, and WMS.
Copy the artifacts, then model the cost
Copyable artifacts
Cost and readiness tools
- Agentic Commerce Readiness CheckerScore your store on the five things that decide whether an AI agent can work for you — or sell for you. Data joins, catalog legibility, systems access, approval paths, and peak-season discipline.
- eCommerce AI Agent ROI CalculatorModel hours recaptured, labour cost avoided, agent run cost and payback for one candidate workflow — before you commission a proof of concept.
- Bedrock AgentCore Pricing CalculatorEstimate AgentCore microVM or Runtime Instances, Gateway, Memory, Web Search, Web Answer, and Policy — separate from Bedrock model inference tokens.
- GenAI Readiness CheckerScore data, team, infrastructure, use-case clarity, and governance. The result is a gap list — not a Bedrock, SageMaker, or Quick Suite recommendation.
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.
Pictures:Control Delivery Service order bins, Sears Roebuck and Company Mail Order Plant, Chicago, HABS ILL,16-CHIG,110A-71 (Public domain); British Parcels Post: sorting parcels for foreign mail, LCCN2014689781, Bain News Service (Public domain). Via Wikimedia Commons.
