Azure reference architectureDynamic pricing within guardrails
A Azure reference architecture for dynamic pricing within guardrails in E-commerce. Triggered by competitor price change or margin breach detected, Padiso orchestrates 3 specialist agents on Azure AI Foundry, reaching commerce platform and your tools through the Model Context Protocol, with budgets, approvals and an audit trail throughout.
AzureRuntime: Azure AI FoundryTrigger
Competitor price change or margin breach detected
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
Pricing rules engine
Competitor feeds
How the data flows
Trigger: Competitor price change or margin breach detected
- 1
Pricing agent monitors competitor and demand signals against your rules
- 2
It proposes price moves within configured floors and ceilings
- 3
Changes within guardrails apply automatically; the rest queue for review
- 4
Margin-impacting moves escalate to the pricing owner
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
Pricing rules engine
Competitor feeds
Security & operational considerations
- Hard floor / ceiling guardrails, never breached
- Full change history per SKU
- Approvals on moves beyond a margin delta
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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