Design an n8n workflow before adding AI
How to map inputs, outputs, systems, validations, retries, logs, and review before using a model.
Read runbookThese guides explain how I think about automation: stable workflow first, AI only where useful, review where risk matters, and handover so the team can operate it.
How to map inputs, outputs, systems, validations, retries, logs, and review before using a model.
Read runbookA practical pattern for sorting emails, drafting replies, routing exceptions, and keeping control.
Read runbookHow to turn tender PDFs and specs into extracted requirements, risk notes, and review tasks.
Read runbookHow to keep follow-ups, meeting notes, reminders, and owners from depending on memory.
Read runbookSimple checks for confidence, missing fields, source support, policy rules, and human approval.
Read runbookUse a runbook to understand the pattern, then request an audit to map it to your tools and data.
Request an audit