Automate the operation, not just the happy path.
n8n automation consulting and AI workflows, API integrations, data pipelines, lead operations, document processing, and self-hosted production delivery.
AI Automations & n8n Consulting — Delivery & Scope
Production execution across AI automations, agentic systems, full-stack software development, and systems integration for US and global teams.
Field notes from this practice
- Why n8n Beats Code-First Agent Frameworks for 90% of Enterprise Automations
- Scaling Self-Hosted n8n to 100k Daily Executions with Kubernetes and Redis Queues
- Handling the Tsunami: Webhook Backpressure and Rate Limiting in High-Volume AI Workflows
- Slashing $4,000/Month: The Complete Guide to Migrating from Zapier to Self-Hosted n8n
- Building Bulletproof Human-in-the-Loop Approval Workflows with Slack and n8n
- When Workflows Fail at 3 AM: Designing Dead-Letter Queues and Auto-Rollback in n8n