Modern founder automation stacks combine no-code tools like Make.com and n8n for orchestration, LLMs for reasoning and writing, and APIs for data access. The key distinction from agentic AI is that traditional automation follows fixed rules, while AI automation can handle ambiguous inputs and novel situations. The ROI calculation should compare tool cost to the fully-loaded hourly cost of the human task being automated.