n8n Automation, Workflows & Automation Resources

n8n is a powerful open-source workflow automation tool that helps businesses streamline processes and scale faster. On this page, you will find all the guides, comparisons, and resources we’ve published at Scalevise about n8n.

n8n Automation, Workflows & Automation Resources

NVIDIA GTC Berlin Signals a Production AI Workflow Role for n8n

NVIDIA has highlighted n8n within the GTC Berlin ecosystem, pointing to a production-focused conversation around connecting AI models, business data, and applications.

n8n Automation, Workflows & Automation Resources

SAP Embeds n8n in Joule Studio to Expand Visual AI Workflow Orchestration

SAP's strategic investment in n8n supports an embedded visual orchestration environment in Joule Studio, connecting AI agents, SAP data and external services.

n8n Automation, Workflows & Automation Resources

n8n’s Telegram Expense Template Turns Voice and Text Into Google Sheets Entries

n8n’s documented Telegram workflow captures expenses from voice or text, uses AI to structure the details, and records each item in Google Sheets.

n8n Automation, Workflows & Automation Resources

You.com Adds Background Research Tasks for Asynchronous API and n8n Workflows

You.com has added background mode to its Research API, allowing applications and automation workflows to queue long-running research, then retrieve results through polling or streaming.

n8n Automation, Workflows & Automation Resources

n8n In The Loop 2026 Signals a Bigger Focus on Production Automation and Scale

In The Loop 2026 will bring n8n builders, customers, partners and teams to Berlin for two days focused on practical automation at scale.

n8n Automation, Workflows & Automation Resources

n8n’s AI Audit Trail Framework Explains How to Build Replayable Workflow Records

n8n has published guidance for creating AI workflow audit trails that record executions, data access, and model activity so teams can reconstruct decisions later.

n8n Automation, Workflows & Automation Resources

n8n Assistant Launches as a Preview AI Workflow Builder for Cloud and Docker Users

n8n has introduced n8n Assistant, a preview workflow-building agent that turns plain-language requests into editable automations and helps debug their execution.

n8n Automation, Workflows & Automation Resources

n8n Assistant Adds Credential Approval Controls and Plan-Based AI Credit Usage

n8n Assistant brings chat-based workflow building to the n8n canvas, while keeping credential access and workflow activation under explicit user control.

n8n Automation, Workflows & Automation Resources

n8n Assistant Builds and Debugs Workflows Directly in the Existing Canvas

n8n Assistant brings natural-language workflow creation, testing and debugging into the n8n canvas while keeping the resulting automation editable and owned by the team.

n8n Automation, Workflows & Automation Resources

n8n Error Workflows Can Send Failure Alerts, but Runs Are Not Universally Free

n8n supports error workflows for routing failed automation runs to notification channels. Its published pricing remains execution-based, with plan-specific allowances.

n8n Automation, Workflows & Automation Resources

n8n’s AI Security Monitoring Guide Explains How to Detect Risks in AI Workflows

n8n’s new guidance outlines AI-specific monitoring, guardrails, and automated response patterns for production workflows that use LLMs and other models.

n8n Automation, Workflows & Automation Resources

n8n and Miro Set NYC Build Challenge to Turn Plans Into Working Automations

n8n and Miro are spotlighting the path from visual planning to a working automation build through a five-hour NYC challenge on September 28.

n8n Automation, Workflows & Automation Resources

Figranium’s Verified n8n Node Brings Self-Hosted Browser Automation Into Workflows

Figranium’s n8n integration has joined n8n’s Verified Community Nodes program, formalizing a self-hosted way to run browser automation from workflow-based processes.

n8n Automation, Workflows & Automation Resources

n8n Joins The Lenny 100 as Its AI Automation Hiring Effort Continues

n8n has been included in The Lenny 100, while its careers page indicates continued hiring across teams. The recognition is a notable growth signal for the AI automation company.

n8n Automation, Workflows & Automation Resources

n8n's Amazon Bedrock AgentCore Node Brings Managed AI Agents Into Workflows

n8n has highlighted a verified community node that connects workflows to the Amazon Bedrock AgentCore harness, letting teams run AI agents with persistent memory in their own AWS account.

n8n Automation, Workflows & Automation Resources

n8n MCP Server Expands Agent Automation From Prompts to Governed Workflows

n8n is extending its automation platform with a native MCP Server and client tooling that connect AI agents to workflow creation, testing, execution, and data operations.

n8n Automation, Workflows & Automation Resources

n8n and Amazon Bedrock AgentCore Bring Production Agent Harnesses Into the Editor

n8n's Amazon Bedrock AgentCore integration brings persistent memory, tools, sandboxed execution and private VPC deployment into a visual automation environment.

n8n Automation, Workflows & Automation Resources

How to Evaluate a Proposed Gemini Drive-to-Sheets Video Caption Workflow

A proposed workflow for drafting short-form video captions from Google Drive into Google Sheets highlights the controls teams should require before adopting AI content automation.

n8n Automation, Workflows & Automation Resources

n8n One-Line Setup Brings Its Self-Hosted AI Assistant Closer to Production Workflows

n8n's documented one-line installer deploys a self-hosted environment with AI Assistant support services. The assistant remains a Preview feature and needs additional configuration before use.

n8n Automation, Workflows & Automation Resources

n8n’s Agentic AI Design Patterns Put Reliability and Governance at the Center

n8n has published a production-focused guide to agentic AI design patterns, outlining how teams can make AI workflows more reliable, governable, and cost-conscious.

n8n Automation, Workflows & Automation Resources

MCP Control Planes Bring Governance to LLM Tool Calls in Production Automation

Production MCP deployments need more than capable tools. A control plane can govern authentication, authorization, credentials, and auditability for LLM actions.

n8n Automation, Workflows & Automation Resources

n8n Adds an AI Stock-Analysis Template With Automated Buy, Hold, or Sell Reports

n8n has published a workflow template that coordinates specialist AI analyses of stock charts, company financials and news before emailing a consolidated report.

n8n Automation, Workflows & Automation Resources

n8n Hints at OAuth MCP Onboarding and a Larger Connector Catalog for AI Workflows

n8n has signaled a simpler OAuth connection flow for MCP servers, alongside an expanding catalog that includes Airtable, Miro, Grafana, New Relic, Jotform and PandaDoc.

n8n Automation, Workflows & Automation Resources

How to Choose a Vector Database for AI and RAG Workloads Without Creating Ops Debt

A practical vector database decision framework for AI and RAG teams, based on n8n's comparison of 10 leading options and their operational trade-offs.

n8n Automation, Workflows & Automation Resources

n8n Connects Firecrawl to Bring Real-Time Web Data Into Cloud AI Workflows

n8n Cloud's Firecrawl integration simplifies access to structured web content for LLM workflows, including RAG ingestion and lead enrichment templates.