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n8n Automation

n8n AI Agents

AI agents and automations built on n8n, wired into the tools your business already runs on.

Zryth Product Team · October 2026 · 5 min read

An n8n workflow: a WhatsApp trigger feeding an AI agent with memory and RAG, which logs the lead, updates the CRM and replies

Agents that run your workflows

n8n is an open workflow automation platform with hundreds of integrations, and it can run in the cloud or on your own servers. With its AI Agent node, a workflow can do more than move data: it can read a message, look up the right information, decide what to do and act on it across your apps.

We design, build and deploy n8n agents for businesses. Each one is connected to your own tools and data, tested on your real cases, and set up so your team can see what it did and step in when needed.

n8n agents we've implemented

These are among the most used agent patterns in n8n's template library, and the ones businesses ask for most. We've built and deployed each of them.

AI chat agents with RAG over company documents

A chatbot for your website or team that answers from your own documents in Google Drive, Notion or a database, quotes its sources, and remembers the conversation.

WhatsApp AI agents

Agents that reply to customers on WhatsApp, answer product and order questions, qualify leads, take bookings, and hand over to a person when needed.

Telegram AI assistants for voice and text

Personal and team assistants on Telegram that understand voice notes and text, manage email and calendar, and run tasks on request.

Lead generation and enrichment

Workflows that find businesses on Google Maps, collect public contact details, enrich each company from its website, and send clean leads to Google Sheets or your CRM.

Web scraping and research agents

Agents that visit web pages, extract what matters, summarise it, and deliver a report or a spreadsheet on a schedule.

Social media content and multi-platform publishing

Pipelines that turn a topic or trend into posts, captions and images, then publish them across platforms after an optional approval step.

AI video generation and publishing

Automated short-form video pipelines that write the script, generate visuals and voice, and upload to YouTube, Instagram and TikTok.

AI data analyst agents

Chat with your Google Sheets or Postgres data in plain language: ask a question, and the agent runs the query and explains the answer.

Document processing

Extract text and fields from PDFs, invoices and forms, answer questions about long documents, and file the results where they belong.

Email and meeting assistants

Agents that sort the inbox, draft replies, personalise outreach from customer data, and suggest meeting slots from your calendar.

Built for production, not just a demo

  • Hosting that fits you: n8n Cloud, or self-hosted on your own servers when data needs to stay in-house.
  • Credentials stored securely in n8n, never hard-coded into workflows.
  • Error handling and retries, with alerts when something needs attention.
  • Human approval steps wherever an action matters, such as sending, paying or publishing.
  • Workflows backed up and versioned, so changes can be reviewed and rolled back.
  • Clear handover: documentation and training, so your team can run and adjust the workflows.

How we work

  • Map the workflow: we find the repetitive work and agree what the agent should and shouldn't do.
  • Build and connect: we build the n8n workflow and connect it to your apps and data.
  • Test on real cases: we run it on your actual messages, leads and documents before it goes live.
  • Launch and support: we deploy, monitor and keep improving it as your needs change.

Zryth Our Work

How Zryth builds n8n AI agents, from RAG chatbots and WhatsApp agents to lead generation, content pipelines and data analysts, and runs them reliably in production.

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