Azure reference architectureCatalog creation and enrichment
A Azure reference architecture for catalog creation and enrichment in E-commerce. Triggered by new product or supplier feed received, Padiso orchestrates 3 specialist agents on Azure AI Foundry, reaching commerce platform (shopify) and your tools through the Model Context Protocol, with budgets, approvals and an audit trail throughout.
AzureRuntime: Azure AI FoundryTrigger
New product or supplier feed received
E-commerce
Orchestration
Padiso Orchestrator
goals · tasks · heartbeat
Governance
budgets · approvals · audit
Runtime & agents
Agent runtime
Azure AI Foundry
Catalog agent
agent
Pricing agent
agent
Support agent
agent
Integrations · MCP
MCP gateway
Your systems
Commerce platform (Shopify)
PIM / catalog
Marketplace feeds
How the data flows
Trigger: New product or supplier feed received
- 1
Catalog agent enriches titles, attributes and images and maps them to your taxonomy
- 2
It validates against category rules and flags missing or low-quality data
- 3
Approved listings publish to the storefront and marketplaces
- 4
Low-confidence items are held for a merchandiser
Agent team
- Catalog agent
- Pricing agent
- Support agent
Integrations
Reached through the Model Context Protocol, scoped and governed.
Runtime & data
Azure AI Foundry
Commerce platform (Shopify)
PIM / catalog
Marketplace feeds
Security & operational considerations
- Channel-specific listing rules enforced
- Rollback on bad bulk publishes
- Approval gate on price and inventory writes
Azure deployment
Deployed in your Azure tenant on AI Foundry, with Entra ID scoping, Private Endpoints into your VNet, and Azure Monitor for audit and observability.
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