AI Automation

Ten practical AI automation ideas, each with a workflow sketch, the human check it needs, and a difficulty rating, so you can pick the right first one.

What the data shows about AI and work, which tasks are being automated versus augmented, the skills that matter now, and what it means for developers.

Build an n8n workflow where an LLM classifies contact-form messages, logs them, alerts Slack, and drafts replies you approve before sending.

What AI automation is, the building blocks every workflow uses, how the main tools differ, the real risks, and a 30-day plan to build your first one.

Score which tasks to automate, choose between Zapier, Make, n8n and LLM APIs, roll out in phases, and measure ROI honestly. Includes example workflows.

Five marketing automations for small businesses, from content repurposing to review requests, each with a workflow sketch and a human review step.

How small businesses can use AI for ticket triage, draft replies, and knowledge-base chatbots without frustrating customers or giving wrong answers.