Integrations
Webhooks, REST APIs, databases, CRM, email, storage and external services orchestrated into one flow.
n8n consulting
n8n is powerful when the workflow is designed to survive production.
I design n8n automations that connect APIs, CRM, email, databases, ERP systems and AI components with error handling, logs, retries and clear ownership.
Workflow
I do not build “flows”. I build processes that need to keep working.
AI in workflows
Classification, extraction, generation or reasoning inserted only in the nodes where they are actually needed.
Operations
Alerts, logs, retries, alternate code paths and controls that keep the workflow manageable after go-live.
Production
Self-hosted or cloud is not an ideological choice. It depends on the process.
I evaluate the data involved, load, availability requirements, integrations, cost and maintenance capacity before choosing the architecture.
Self-hosted
More control over infrastructure, data and configuration. It also requires updates, backups, security and availability management.
Cloud
Reduces infrastructure operations and can be ideal when the main requirement is speed and simplicity.
Method
Model the flow first. Open n8n second.
Trigger
What starts the process and with which data.
Rules
Decisions, exceptions, timeouts and ownership.
Actions
Systems to read and modify.
Failure
What happens when a node fails.
Workflow review
Already using n8n and the flow is becoming hard to manage?
We can start from the existing architecture, identify where it breaks and decide what to simplify, separate or move outside the workflow.
Request a review