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n8n: The Pros and Cons of This Low-Code Automation Platform

Auteur n°2 – Jonathan

By Jonathan Massa
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Summary – Faced with the need for agile, secure automation, n8n offers over 1,100 integrations, a low-code visual builder, and self-hosting for full control and zero vendor lock-in, covering business processes, ETL pipelines, and AI agent orchestration. Its extensibility via custom nodes and Docker/Kubernetes architecture ensure scalability and compliance, but entail a learning curve, cloud SLA limits, and a Sustainable Use license to anticipate.
Solution: assess budget, in-house expertise, and governance requirements to position n8n on-premises, hybrid, or SaaS.

In a context where workflow automation becomes a lever for performance and agility, n8n is generating growing interest among IT and business teams. This open source low-code platform combines over 1,100 integrations and the possibility to self-host complex workflows, all while offering an intuitive visual builder.

Compared to proprietary solutions like Zapier or Make, it promises maximum flexibility and full control. Yet, constraints related to the learning curve, cloud usage, and the “Sustainable Use” license temper this enthusiasm. This article provides a structured analysis and concrete criteria for choosing the right tool for each context.

Why Choose n8n?

n8n delivers unparalleled flexibility thanks to its open source nature and self-hosting capabilities. It allows you to create, deploy, and scale workflows with full control over your infrastructure.

Self-Hosting and Flexible Architecture

n8n can be deployed on Docker or Kubernetes, giving you the freedom to choose the infrastructure that best fits your organization’s needs. Thanks to this modularity, IT teams retain control over network configuration, resource management, and security policies. Unlike proprietary cloud platforms, this technical independence minimizes vendor lock-in risks.

A mid-sized logistics company implemented n8n on a private Kubernetes cluster. This example shows how self-hosting helped control workflow latency by placing them physically closer to their internal ERP. The responsiveness gain was deemed critical for parcel tracking operations.

The deployed architecture relies on isolated containers for each execution node, ensuring horizontal scalability. Product teams were thus able to add new workflows without impacting the performance of existing processes.

Extensibility and Customization via Custom Nodes

n8n offers a catalog of over 1,100 integration nodes, plus the ability to develop custom nodes in TypeScript. This extensibility makes it easy to connect to internal APIs, specialized databases, or third-party services. Developers can therefore meet precise business requirements without sacrificing maintainability.

In an industrial SME, a custom connector was developed to interface with an OPC-UA system on production machines. This example demonstrates n8n’s ability to adapt to industrial protocols, which enabled automated alerts in case of temperature deviations on production lines.

By combining standard nodes with custom-developed modules, teams can quickly iterate on new use cases. The open source community also contributes to enriching the catalog and sharing proven patterns.

Security and Operational Control

With self-hosting, all data remains within your company’s infrastructure, avoiding gray areas related to handling sensitive data on a third-party cloud. n8n supports OAuth2 authentication, API Key, or Basic Auth, and integrates seamlessly with secret management systems like Vault.

Granular user permission settings and detailed execution logs help prevent malicious use and facilitate internal audits.

Limitations and Constraints of n8n

Despite its strengths, n8n presents operational challenges and functional limitations. Certain obstacles may slow its adoption in complex environments.

Learning Curve and Skill Building

n8n’s visual interface simplifies the construction of standard workflows, but integrating advanced logic requires a solid understanding of triggers, JSON, and error handling. IT teams must master node internals to optimize automation robustness.

Advanced configuration of a switch or loop in n8n sometimes involves writing JavaScript functions, which requires development skills. In a heterogeneous team context, training support may be essential to ensure smooth adoption.

Without experienced resources, some pilot projects may suffer delays or encounter hard-to-diagnose bugs, particularly in multipart scenarios with advanced error management.

Cloud Limitations and AI Features

The n8n cloud version offers a hosted solution, but it is still less mature than competitors like Make or Zapier in terms of SLA availability and automatic scalability. Redundancy and high-availability options are limited, which can be problematic for 24/7 critical workflows.

Regarding AI, n8n includes nodes to call external LLMs, but fine-grained orchestration of inference chains and API quota management remain manual. Pre-configured templates for generating AI agents are fewer than on specialized platforms.

The lack of dedicated AI monitoring and fine quota settings can lead to instability, sometimes forcing teams to opt for an on-premises deployment to gain reliability.

Impacts of the “Sustainable Use” License

Since the introduction of the “Sustainable Use” license, commercial use of n8n is subject to certain restrictions, notably on the number of active workflows and execution frequency. Teams must assess whether the modified AGPL meets their legal and financial constraints.

The implications of this license require ongoing legal monitoring and regular review of the terms of use to avoid compliance issues or unexpected overcharging.

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Concrete Use Cases with n8n

n8n demonstrates versatility across diverse business scenarios. Whether orchestrating processes, managing AI agents, or building data pipelines, the platform adapts to numerous uses.

Business Process Automation

Invoice approval flows, order management, or CRM/ERP synchronization are perfect candidates for automation via n8n. Teams can design workflows triggered by webhooks or scheduled times and map data precisely between different systems.

A small trading company in spare parts set up a workflow to automatically extract supplier invoices, send them to an OCR tool, then import the validated data into its ERP. This example demonstrates a 60% reduction in processing time and fewer data entry errors.

Exception handling is managed by error handling nodes that send Slack alerts to managers, ensuring proactive monitoring.

AI Agent Orchestration

n8n allows you to manage sequences of API calls to language models to generate summaries, analyze sentiment, or produce automated responses. It becomes possible to create chatbots or support agents capable of multi-step orchestration.

Prompt and result traceability is maintained in JSON storage, facilitating post-analysis and model tuning.

Integration Pipelines and Lightweight ETL

To build data pipelines, n8n can ingest streams via REST API or FTP, transform data into JSON, and load it into a warehouse or data lake. Filtering, aggregation, or cleansing operations run in Function or Code nodes.

Workflows can be scheduled according to precise SLAs and monitored via third-party hooks, providing satisfactory robustness for medium volumes. Data pipelines can thus ensure timely delivery of insights.

Criteria for Choosing Between n8n, Zapier, and Make

The choice of an automation platform depends on budget, governance requirements, and workflow complexity. Each solution comes with trade-offs that must be carefully evaluated.

Budget and Total Cost of Ownership

Zapier and Make operate on SaaS models with pricing based on the number of executions and connectors. As an open-source solution, n8n does not incur a total cost of ownership associated with hosting, maintenance, and operational upkeep.

Infrastructure costs can vary depending on whether you choose a public cloud, a local provider, or on-premise servers. It’s important to compare these recurring expenses with SaaS packages to identify the economic balance point.

For high volumes or very frequent workflows, the self-hosted option can be more cost-effective over the long term, especially if internal IT resources are already available.

Governance and Compliance

Regulated industries (finance, healthcare, public administration) require strict data management and audit capabilities. Self-hosted n8n offers full control over logs and data location. Zapier and Make may require specific subcontracting clauses.

A cantonal bank evaluated these platforms before choosing a hybrid solution: Zapier for non-critical processes, and on-premise n8n for workflows involving customer data. This example shows how to segment use according to compliance requirements.

Defining access rules, SSL certificates, and fine-grained execution traceability are critical criteria to prevent governance breaches.

Workflow Complexity and Scalability

For simple cases like email or social media synchronization, Zapier and Make are often sufficient. As soon as workflows involve loops, complex conditions, or thousands of daily transactions, n8n’s robustness and flexibility are preferable.

Make offers a user-friendly visual builder but can show limitations with nested workflows. Thanks to its code-first approach and timezone management, n8n handles critical scenarios and multipart orchestration more effectively.

Scalability is also measured by the ability to integrate new business services without reinventing each workflow. n8n’s standardized REST APIs and webhooks facilitate this functional scaling.

Choosing the Platform That Will Boost Your Agility

n8n combines open source, flexibility, and control, making it ideal for demanding workflows and stringent governance constraints. Zapier and Make remain quick-to-deploy options for less complex needs.

Self-hosting can lower the total cost of ownership in the long term but requires internal expertise for maintenance and skill development. The Sustainable Use license invites you to anticipate usage volumes.

For advanced AI automations or modular data pipelines, n8n stands out for its ability to run custom code and orchestrate multiple sequences robustly.

Whatever your context, the decision should be based on a precise assessment of budget, governance, and workflow complexity. Our experts are ready to guide you to the solution that best meets your technical and business challenges.

Discuss your challenges with an Edana expert

By Jonathan

Technology Expert

PUBLISHED BY

Jonathan Massa

As a specialist in digital consulting, strategy and execution, Jonathan advises organizations on strategic and operational issues related to value creation and digitalization programs focusing on innovation and organic growth. Furthermore, he advises our clients on software engineering and digital development issues to enable them to mobilize the right solutions for their goals.

FAQ

Frequently Asked Questions about n8n

What are the main differences between n8n and Zapier or Make?

n8n is open source and self-hostable, offering full control over infrastructure and data privacy. Zapier and Make are SaaS solutions with proven SLAs but less flexibility in customization and governance. In the long run, self-hosting n8n can reduce the total cost of ownership for high volumes, but it requires internal expertise for maintenance and scalability.

How can you evaluate the feasibility of an internal self-hosted n8n deployment?

Begin by taking inventory of existing resources: servers, Docker or Kubernetes skills, and network capacity. Define your needs for scalability, high availability, and security. A proof of concept (PoC) on a Kubernetes cluster or a Docker container can help validate latency and resource consumption before a full deployment. Use a testing environment to fine-tune configuration before going into production.

What are the risks associated with using the “Sustainable Use” license of n8n?

The “Sustainable Use” license imposes limits on the number of active workflows and execution frequency. Without proper monitoring, you can exceed quotas and incur unexpected costs or restrictions. It is essential to set up regular usage tracking and stay informed of legal updates to ensure compliance and anticipate financial impacts.

How can you develop the skills needed to master complex workflows in n8n?

Beyond the visual interface, creating advanced logic requires knowledge of JavaScript, JSON, and error handling. To accelerate adoption, organize internal workshops, document workflow patterns, and encourage participation in the open source community. Mentorship and pairing sessions help share best practices and reduce the learning curve.

What architecture do you recommend to ensure high availability for n8n?

For 24/7 requirements, deploy n8n on a Kubernetes cluster across multiple zones, with a load balancer and an external database in replication (PostgreSQL or MySQL). Schedule regular backups and set up a monitoring system (Prometheus, Grafana) to detect anomalies. This architecture ensures horizontal scalability and rapid recovery in case of failure.

How do you measure the ROI of an automation project using n8n?

ROI is calculated by comparing time savings (reduction of manual tasks), error reduction, and operational flexibility. Track metrics such as workflow processing time, failure rate, and frequency of manual interventions. Run a pilot (PoC) to gather concrete data and adjust financial forecasts and resource planning based on observed results.

What common errors should you avoid when migrating from Zapier or Make to n8n?

Common mistakes include underestimating authentication configurations, neglecting error handling and multi-part workflows, and overlooking detailed JSON data mapping. Perform unit tests for each node, document migrated flows, and plan a coexistence period to fine-tune performance before the final cutover.

How can you ensure data security and governance with a self-hosted n8n?

With self-hosting, data remains within your perimeter. Integrate a secrets manager (such as HashiCorp Vault), enable OAuth2 or API key authentication, and configure granular RBAC. Implement detailed logging and encrypted backups. Finally, document audit procedures to meet regulatory requirements and ensure traceability of actions.

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