// n8n Agentic Workflows
n8n agentic workflow development that ships to production - the AI Agent node picks the tools, runs the steps, and finishes the task, wired to your real business systems.
Built with your stack
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Real agentic workflows we build on n8n. Pick one - we wire the AI Agent node into your exact stack.
A research agent that takes a company URL, calls enrichment and web-search tools, and returns a structured profile.
A support agent that reads inbound email, checks your knowledge base tool, and resolves or escalates to Slack.
A booking agent that takes voice-agent output, checks availability, decides whether to book, and confirms the slot.
An ops agent that watches for CRM triggers, decides the right action, and updates HubSpot without a human per decision.
A content pipeline where a researcher agent hands to a writer agent, then a reviewer - drafts land in Notion.
A reconciliation agent that pulls Stripe payments daily, matches records, and flags every failed charge in a sheet.
How it works
A standard workflow follows a fixed path: trigger, steps, output. An agentic n8n workflow hands the wheel to the AI Agent node. The agent receives a task, calls tools from its toolset, evaluates the result, and decides what to do next - iterating until the task is complete.
The key components: a language model (GPT-4o, Claude), a toolset (HTTP requests, database queries, email sending), memory (conversation history or vector store), and an output definition (what done looks like).
One task in. The agent picks the tools and delivers the outcome.
Agent receives a company name or URL. Calls web search, database lookup, and enrichment API tools in sequence. Synthesises findings. Outputs a structured profile. Built for BrainLink: URL to enriched profile in 60 seconds.
Agent handles inbound support queries. Calls your knowledge base tool, checks order status tool, processes refund tool if needed. Resolves the issue without human involvement.
Agent receives a brief. Calls research tools, outline generation, content writing, and formatting tools in sequence. Outputs finished content ready for review.
Agent monitors for triggers, assesses the situation, decides the appropriate action, calls the relevant tools, and updates your systems - all without human input per decision.
Multiple n8n AI Agent nodes working in sequence - researcher passes to writer, writer passes to reviewer, reviewer passes to publisher. Each agent specialised for its task.
HVAC / US
n8n agentic workflow handling the full booking chain: voice agent output triggers n8n agent, which decides whether to book, checks ServiceTitan availability, creates the booking, confirms via SMS, and updates GHL. Five-system chain completing in under 10 seconds.
Enterprise / US
n8n AI Agent with research tools: web search, Apollo API, LinkedIn scraper, and OpenAI summarisation. Agent decides which tools to call based on data quality. Outputs structured enrichment profile and personalised email in 60 seconds.
Want to build agentic workflows in n8n?
Book the audit. We design the agent architecture first.
The AI Agent node in n8n lets a language model decide which tools to call and in what order to complete a task - rather than following a fixed workflow path.
OpenAI GPT-4o, Anthropic Claude, Google Gemini, and open-source models via Ollama or OpenRouter.
Standard workflows follow a fixed path. Agentic workflows let the AI decide the path based on the task and tool results.
Pricing depends on the scope of your system. After a free audit we give you a clear quote, fixed-price or hourly, whichever fits. Book the audit for a number tailored to you.
// Free Audit
Book the audit. Thirty minutes. We design the agent architecture first, for free.