Fit
- Multi-step back-office workflows
- Teams needing self-hosting or EU deployment
- Processes with API and webhook access
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SELF-HOSTABLE WORKFLOW ORCHESTRATION
n8n Automation & AI Workflows
Design observable n8n workflows that connect business systems, call AI only where judgment is useful, and recover cleanly when an API fails.
Discuss this workflowArchitecture
- Webhook or scheduled trigger
- Validation and enrichment
- Bounded AI decision
- System actions
- Error queue and audit log
Permissions & ownership
- Dedicated service accounts
- Least-privilege API scopes
- Separated development and production credentials
Limitations
- Community nodes require security review
- Long-running jobs need queue design
- AI steps remain non-deterministic
Supported events / actions
- Webhook received
- Record created or updated
- Schedule reached
- Human approval recorded
Deliverables
- Workflow map
- Versioned n8n workflow
- Credential matrix
- Runbook and alerting