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Azure reference architecture

Donor operations

A Azure reference architecture for donor operations in Nonprofit. Triggered by new donation or donor interaction, Padiso orchestrates 3 specialist agents on Azure AI Foundry, reaching donor crm (salesforce nonprofit success pack) and your tools through the Model Context Protocol, with budgets, approvals and an audit trail throughout.

AzureRuntime: Azure AI Foundry

Trigger

New donation or donor interaction

Nonprofit

Orchestration

Padiso

Padiso Orchestrator

goals · tasks · heartbeat

Governance

budgets · approvals · audit

Runtime & agents

Agent runtime

Azure AI Foundry

Donor ops agent

agent

Grants agent

agent

Comms agent

agent

Integrations · MCP

MCP gateway

salesforce
google-drive
slack
airtable

Your systems

Donor CRM (Salesforce Nonprofit Success Pack)

Payments

Email

How the data flows

Trigger: New donation or donor interaction

  1. 1

    Donor-ops agent records the gift, issues the receipt and updates the donor record

  2. 2

    It schedules and drafts personalized follow-ups

  3. 3

    Flags major gifts for the development lead

  4. 4

    Acknowledgement sends after a quick human check

Agent team

  • Donor ops agent
  • Grants agent
  • Comms agent

Integrations

salesforce
google-drive
slack
airtable

Reached through the Model Context Protocol, scoped and governed.

Runtime & data

Azure AI Foundry

Donor CRM (Salesforce Nonprofit Success Pack)

Payments

Email

Security & operational considerations

  • Donor PII handled per policy
  • Approvals on major-gift outreach
  • Receipts retained for compliance

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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