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Azure reference architecture

Candidate sourcing and outreach

A Azure reference architecture for candidate sourcing and outreach in Recruiting & HR. Triggered by new role opened or candidate applies, Padiso orchestrates 3 specialist agents on Azure AI Foundry, reaching applicant tracking system, ats (greenhouse, lever) and your tools through the Model Context Protocol, with budgets, approvals and an audit trail throughout.

AzureRuntime: Azure AI Foundry

Trigger

New role opened or candidate applies

Recruiting & HR

Orchestration

Padiso

Padiso Orchestrator

goals · tasks · heartbeat

Governance

budgets · approvals · audit

Runtime & agents

Agent runtime

Azure AI Foundry

Sourcing agent

agent

Screening agent

agent

Coordination agent

agent

Integrations · MCP

MCP gateway

linear
notion
slack
google-drive

Your systems

Applicant Tracking System, ATS (Greenhouse, Lever)

Sourcing channels

Calendar

How the data flows

Trigger: New role opened or candidate applies

  1. 1

    Sourcing agent finds and enriches candidates matching the role

  2. 2

    Screening agent reviews applications against the scorecard

  3. 3

    Shortlists are pushed to the recruiter in the ATS

  4. 4

    Outreach requires recruiter approval

Agent team

  • Sourcing agent
  • Screening agent
  • Coordination agent

Integrations

linear
notion
slack
google-drive

Reached through the Model Context Protocol, scoped and governed.

Runtime & data

Azure AI Foundry

Applicant Tracking System, ATS (Greenhouse, Lever)

Sourcing channels

Calendar

Security & operational considerations

  • Bias guardrails on screening criteria
  • Candidate PII handled per policy
  • No outreach without approval

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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