Azure reference architectureException resolution
A Azure reference architecture for exception resolution in Logistics. Triggered by customer or partner requests status, Padiso orchestrates 3 specialist agents on Azure AI Foundry, reaching transportation management system (tms) and your tools through the Model Context Protocol, with budgets, approvals and an audit trail throughout.
AzureRuntime: Azure AI FoundryTrigger
Customer or partner requests status
Logistics
Orchestration
Padiso Orchestrator
goals · tasks · heartbeat
Governance
budgets · approvals · audit
Runtime & agents
Agent runtime
Azure AI Foundry
Tracking agent
agent
Exception agent
agent
Comms agent
agent
Integrations · MCP
MCP gateway
Your systems
Transportation Management System (TMS)
Customer CRM
Carrier feeds
How the data flows
Trigger: Customer or partner requests status
- 1
Comms agent assembles the latest status from the TMS and carrier feeds
- 2
It sends a proactive update across the right channel
- 3
Logs the interaction against the shipment
- 4
Disputes or claims are routed to a human
Agent team
- Tracking agent
- Exception agent
- Comms agent
Integrations
Reached through the Model Context Protocol, scoped and governed.
Runtime & data
Azure AI Foundry
Transportation Management System (TMS)
Customer CRM
Carrier feeds
Security & operational considerations
- Single source of truth from the TMS
- Rate-limited outbound comms
- Escalation on disputes
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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