AI automation doesn't have to mean building a system from scratch. Start with no-code tools like Zapier or Make to connect an LLM to the apps you already use — summarizing emails, drafting replies, or tagging content. When you outgrow those, a small script calling a model API gives you full control.
The pattern that works: identify one repetitive task, automate just that, measure the time saved, then expand. We share reproducible recipes you can copy.