n8n is an open-source workflow automation platform — the self-hosted, developer-friendly alternative to Zapier and Make.com. It's particularly popular with technical marketing teams because you can self-host (no data leaves your servers), write custom code in nodes, and build complex multi-branch workflows at no per-action cost. For AI-native marketing stacks, n8n is often the orchestration layer that connects CRM, data enrichment, AI models, and messaging channels.
For example, an n8n workflow might watch a Slack channel for mentions of a competitor, trigger an AI analysis of the context, update a competitive intelligence doc in Notion, and alert the sales team — all automatically with no human involvement.
We use n8n for complex custom automation workflows where data privacy, custom logic, or cost efficiency make it superior to hosted alternatives.
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Book a free strategy call →Agentic AI
Agentic AI refers to AI systems that can plan, take actions, use tools, and complete multi-step tasks autonomously — going beyond generating text to actually doing work.
AI Agent
An AI agent is an LLM-powered system that can autonomously use tools, access data, and complete tasks — as opposed to a simple chatbot that only responds to single prompts.
Autonomous Workflow
An autonomous workflow is a multi-step automated process that runs without human intervention — trigger, conditions, actions, branches, and loops all executing on schedule or in response to events.
Human-in-the-Loop (HITL)
Human-in-the-loop describes AI automation workflows that include a human review or approval step before consequential actions are taken — particularly sending outreach, making calls, or publishing content.
Large Language Model (LLM)
An LLM is the AI model underlying most modern AI tools — GPT-4, Claude, Gemini, Llama.
Prompt Engineering
Prompt engineering is the practice of designing inputs to AI models to get better, more consistent outputs.