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n8n alternative

The n8n alternative for teams that want to own their automations — no code, no developer on call

n8n is powerful in a developer’s hands. But when IT builds a workflow in nodes, expressions and code, the business can’t change it — and when it breaks, everyone waits for the one person who understands it. With Zenphi, operations teams build, change and fix workflows in plain English with ZAIA, approvals and a record of every step are built in, and compliance is maintained for you — across Google Workspace and Microsoft 365.

Last updated: 22 October 2026

  • ISO 27001 certified
  • HIPAA compliant
  • CASA Tier 2 verified
ZAIAGoogle · Microsoft
Operations manager

When a new vendor submits the onboarding form, check their documents, ask for anything missing, get Procurement and Finance to approve, then add them to our vendor register and send a welcome email.

Workflow built · every action validated

  1. TriggerVendor submits onboarding formZenphi Forms
  2. AI stepCheck documents are completeGemini
  3. ConditionAnything missing?Rule
  4. ActionAsk vendor for missing documentsGmail · Outlook
  5. ApprovalProcurement and Finance approveParallel
  6. ActionAdd vendor to the registerSheets · Excel
  7. NotifySend welcome emailGmail · Outlook
No JSON. No expressions. No developer.Ready to review
1.5M+AI tasks completed per month — in production
40–50hSaved per workflow — Emerson College
7 daysTo your first workflow in production
Trusted by IT & operations teams at
Google
Gordon Food Service
Emerson College
Daily Harvest
Campbell University
Lift Schools
Tabby.ai
Action Behavior Centers
NYC Department of Education
NC State University
n8n alternatives

Who should look for an n8n alternative?

Teams usually start looking when automation becomes part of how the business runs — and the people who own the process can’t own the workflow. Three situations come up again and again.

When the business needs to own and change its workflows

n8n is powerful in a developer's hands, but changes mean working with nodes, expressions, JSON and code. When IT builds the workflow and Finance, HR or Operations runs the process, every change waits for the developer. With Zenphi, the people who own the process describe what they need and ZAIA builds or updates the workflow — no code.

When automation must be governed and compliant

n8n has approval steps — its Wait node and send-and-wait actions in Gmail, Outlook, Slack and Teams — and adds SSO, environments and log streaming on its Business and Enterprise plans. Multi-level approval chains, escalation and audit evidence are still built by hand, and self-hosting means security and certifications are yours. Zenphi includes them in every workflow, with ISO 27001, HIPAA, GDPR and CASA Tier 2 maintained by Zenphi.

When workflows run for days or weeks

Contract approvals, onboarding and compliance reviews run for days, need reminders and backup approvers, and must keep their full history. In n8n, that becomes a chain of Wait nodes, webhooks and code to maintain. In Zenphi, deadlines, reminders, escalation and delegation are standard workflow steps.

When something breaks

When a workflow breaks, your team fixes it — not a developer

People leave, systems change, a field gets renamed. In n8n, a broken workflow means someone reads execution logs and edits nodes and expressions. In Zenphi, you ask ZAIA what went wrong. It explains the failing step in plain English, proposes a fix, and changes nothing until you accept it.

  • The failing step and the reason, in plain English
  • A suggested fix, shown as a proposal you accept or reject
  • Every change recorded in the workflow history
Vendor onboarding · run historyFailed at step 5
Step 5 · Procurement approvalApprover account not found

Why did this run fail?

ZAIA

Step 5 sends the approval to Mark Lee, who no longer has an account. The approver is fixed in the step, so new requests will fail the same way.

ZAIA proposal Route Procurement approval to the requester’s manager
  • ~ Approver: look up the manager from the directory
  • + Retry the failed run
AcceptReject
Fix applied · run resumed · approval sent to Dana Wu
n8n comparison

Why teams switch from n8n to Zenphi

Teams rarely move because n8n stopped working. They move because their automation grew up: more people depend on it, it touches sensitive data, and the business needs to change it without waiting for a developer. Capabilities checked in October 2026.

n8n and Zenphi compared
Dimensionn8nZenphi
Built forDevelopers comfortable with nodes, expressions and codeOperations, business and IT teams — owned by the people who run the process
Building a workflowVisual nodes, expressions, JavaScript and Python codeNo-code canvas, plus ZAIA to build from plain English, a flowchart or a Power Automate export
When something breaksExecution logs, debugged by whoever built the workflowZAIA explains the failing step in plain English and proposes a fix you accept
HostingSelf-host and maintain it, or use n8n CloudManaged service; data in US, AU or EU, or your own cloud on Enterprise
ApprovalsWait node and send-and-wait in Gmail, Outlook, Slack and Teams; chains and escalation built by handSequential, parallel and conditional, with reminders, escalation and delegation
GovernanceSSO, environments and log streaming on Business and Enterprise plansRole-based access, approval gates and a step-level audit trail in every workflow
ComplianceSelf-hosted: your responsibilityISO 27001, HIPAA with a BAA on paid plans, GDPR, CASA Tier 2
Google Workspace and Microsoft 365Built-in nodes for common operations; deeper admin work through HTTP requests100+ Google Workspace admin actions and 38 Entra ID actions, plus Outlook, Teams, SharePoint and OneDrive
AI controlsAI Agent and Guardrails nodes, configured per workflow; no built-in token budgetsAdmins approve models, lock system instructions and see token usage; Gemini, OpenAI, Claude or your own models
LicenceSustainable Use License — free for internal business use; no reselling as a serviceProprietary managed platform
Controlled AI

AI your admins control — not whoever built the workflow

In n8n, AI is configured node by node: each builder picks the model, writes the prompt and adds guardrails to their own workflow. That works for one developer. When AI runs in processes across the business, the controls need to sit with the organisation. Capabilities checked in October 2026.

AI controls in n8n and Zenphi
AI controln8nZenphi
Model choicePicked by each builder in the AI nodeAdmins approve models and connections for the whole workspace — Gemini, OpenAI, Claude or your own models
System instructionsWritten per node by whoever builds the workflowAdmins lock system-instruction prefixes and prompt boundaries centrally
GuardrailsGuardrails nodes (since v1.119) check text for jailbreaks, PII and off-topic content — added to each workflowWorkspace-wide governance rules apply to every AI step, with human approval gates at any step
Token usage and costNo built-in token usage view or budget caps; teams add an external AI gatewayToken usage visible per step in the platform, with usage controls for admins
Record of AI decisionsExecution logs per workflowEvery AI step logged: model, prompt, output and the decision that followed
AI only where it matters

If a simple condition can decide, Zenphi runs it as a rule — no AI tokens spent. AI runs only on the steps that need reading or judgment, which keeps AI costs under control as volume grows.

Google Workspace and Microsoft 365

Native to the tools your teams already use

n8n has built-in nodes for common Google and Microsoft operations; deeper administrative work often means HTTP requests and custom credentials. Zenphi has named, ready-made actions on both sides — so a workflow can run entirely in Google Workspace, entirely in Microsoft 365, or across both.

Google Admin and Directory

Create, suspend and update users, Find Manager, groups, licences, roles, organisational units and data transfer — as named workflow steps.

Google Admin workflows

Microsoft Entra ID

Disable and enable users, Get Manager, groups and owners, licence assignment and enterprise application access — 38 named actions.

Microsoft 365 actions

Drive, Docs and Sheets

Generate documents from Google Docs templates, set Drive permissions, manage Shared Drives and keep records in Sheets.

Google document workflows

Word, OneDrive, SharePoint and Excel

Generate documents from Word templates, file to OneDrive or SharePoint, start workflows from SharePoint uploads and update Excel Online.

Document generation

Gmail and Google Chat

Start workflows from Gmail, send on behalf of users, manage delegates, approve with one click, and run AI agents in Google Chat.

Gmail workflows

Outlook and Teams

Send from Outlook, schedule in Outlook Calendar, notify in Teams and approve with one click from Outlook or Teams.

Approval workflows
Security and compliance, maintained by Zenphi

CASA Tier 2 verified for Google Workspace, ISO 27001 certified, HIPAA compliant with a BAA on paid plans, and GDPR compliant — with data in the US, AU or EU, or your own cloud on Enterprise. With self-hosted n8n, that security posture is yours to build and certify.

Zenphi certifications
Free and open-source alternatives

Is there a free or open-source n8n alternative?

Yes — several. Here’s an honest look at the free options, including what n8n’s own licence allows, before explaining where Zenphi fits. Licences checked in October 2026.

01

n8n

Sustainable Use License · free self-hosted
Cost
Free to self-host for internal business use; infrastructure is yours
Licence
Source-available; no reselling it as a hosted service or building a product on it
Best for
Developers who want full flexibility and control
Governance
SSO, environments and log streaming on paid plans; approvals and audit built by hand
02

Activepieces

MIT Community Edition · cloud plans
Cost
Free self-hosted Community Edition; managed cloud plans
Licence
MIT for the Community Edition; enterprise features under a commercial licence
Best for
Teams that want a simpler, genuinely open-source builder
Governance
SSO, role-based access and audit logs in enterprise features
03

Node-RED

Apache 2.0 · free self-hosted
Cost
Free to self-host; infrastructure is yours
Licence
Apache 2.0 — genuinely open source
Best for
IoT, event-driven and technical integrations
Governance
None built in — developer-managed

n8n isn’t open source in the strict sense

n8n uses the Sustainable Use License, a fair-code licence. You can self-host it for free and use it to run your own business. You can’t host it as a service for your clients, or build a product whose value comes mainly from n8n, without a commercial licence. The source code is public, with those restrictions.

The open-source trade-off

Open source means you own the code — and the governance around it: audit trails, approval gates, role-based access and certifications such as ISO 27001, HIPAA and GDPR are your team’s to build, maintain and prove. Huginn (MIT) is another self-hosted option for technical, event-driven automation.

Where Zenphi fits

Zenphi isn’t free or open source. It’s the choice once automation becomes business-critical: governed, auditable, compliant, and owned by the teams who run the process. If you’re still experimenting, a free option may suit you better.

Decision matrix

n8n alternatives compared — which is right for you?

No single n8n alternative fits every situation. The right choice depends on how technical your team is, which systems you connect, and whether your workflows need governance.

Which n8n alternative fits which need
If you need…Consider
Maximum developer control, self-hosted, flexible logicn8n
Genuinely open source, self-hosted, simpler builderActivepieces
Widest app library, fastest setup for simple flowsZapier or Make
IoT or event-driven technical integrationsNode-RED
Automation for organisations standardised on Microsoft 365Power Automate
Enterprise RPA for desktop and legacy systemsUiPath
Reliable automations operations teams can run and own without IT, HIPAA compliance, deep integration with Google Workspace and Microsoft 365, and controlled AIZenphi
Zenphi AI Studio

n8n lets developers build AI pipelines. Zenphi lets teams deploy governed AI agents.

n8n’s AI capabilities are strong for developers — AI Agent nodes, direct model calls and custom logic. If your team is comfortable in code and wants to build custom AI pipelines, n8n does this well.

Zenphi AI Studio takes a different approach: a no-code environment where operations and IT teams build AI agents that run real business workflows. Employees talk to the agent in Google Chat or Zenphi Assistant — Microsoft Teams is coming by the end of 2026. The conversation is the front door; the Zenphi workflow is the engine, and every agent action is scoped, governed and logged.

Finance agentPowered by Zenphi AI Studio

I need to submit a reimbursement — team lunch yesterday, $84.

Finance agent

Reimbursement submitted · $84.00 · Team lunch. Routed to Finance for approval — I’ll let you know when it’s processed.

Awaiting Finance approval · Ref EXP-318

What’s the limit for team meals?

Finance agent

Up to $30 per person. Manager approval is needed above $120 in total, and receipts are required the same day.

Connected workflow: Expense submission → Finance approval → Payment → Audit log
ZAIA — AI workflow builder

Describe the workflow. ZAIA builds it.

n8n users build workflows by configuring nodes and expressions. ZAIA starts from what you know — the process. Describe it in plain English and get a complete workflow to review, with every action validated against the live action catalogue. Ask for changes and ZAIA shows each one as a proposal before applying it. The result is just as readable and governed as a workflow built by hand.

From text

Describe any process in plain English and get a workflow draft in seconds.

From image

Upload a flowchart, whiteboard photo or process diagram and ZAIA turns it into a workflow.

From template

Start from a pre-built template for a common process and adapt it.

From a Power Automate export

Upload an exported Power Automate workflow and ZAIA rebuilds it in Zenphi.

Human support

Real workflow experts, not community threads

n8n is supported mainly through its community forum and documentation, which suits developer-led experimentation. Zenphi’s Customer Success team responds directly — experts who understand your workflows in Google Workspace and Microsoft 365 and can help your team design, fix and improve them.

  • No chatbots, ever
  • Workflow experts on every conversation
  • <1 h average first response

Team online now


<1 houraverage response time
5.0 ★★★★★support rating
What customers say

83% reduction in IT support tickets in 6 months

Managing user requests and security controls across thousands of Google Workspace accounts was becoming a heavy burden for the IT team at Gordon Food Service. Requests like creating Google Groups, assigning email aliases or handling delegation permissions required manual admin work, and security reviews of Chrome extensions, out-of-domain forwarding and calendar sharing were handled by hand. Gordon Food Service turned to Zenphi to streamline Google Admin operations.

83%
reduction in IT support tickets at Gordon Food Service
90 days
to results
With Zenphi, we invested in process intelligence once. And now we have peace of mind that everything behaves exactly as it's supposed to. Human error is no longer a thing.
Jens GössingCloud Space Architect, Google
Thanks to Zenphi, our compliance and data security protocols have improved by 100%. We are saving now up to 40–50 hours per workflow, completely eliminating the need for manual file sharing audits.
Francis FrainAVP Information Security & IT Infrastructure, Emerson College
Knowledge base

n8n alternatives — frequently asked questions

Answers to the questions teams ask when comparing n8n with other automation tools, and when automation starts to matter to the whole business.

n8n vs Other Tools
How does n8n compare to Zapier — which one is better?

n8n and Zapier serve different audiences. n8n is a developer-oriented, self-hostable workflow automation platform with full access to JavaScript/Python code nodes, a visual flow builder, and no execution caps on self-hosted plans. It suits technical teams who want maximum flexibility and are comfortable managing infrastructure. Zapier is a no-code, cloud-only connector — easier to set up in minutes, with a larger library of pre-built app integrations, but priced per task, limited in branching logic depth, and not self-hostable. Zapier wins on speed-to-first-workflow; n8n wins on flexibility, cost at scale, and self-hosted control. Neither is designed for governance-grade, audit-logged organizational automation.

If the people who run the process need to own the automation, Zenphi is built for that: operations teams describe a workflow in plain English and ZAIA builds it, approvals and a record of every step are part of every workflow, and ISO 27001, HIPAA, GDPR and CASA Tier 2 compliance is maintained by Zenphi — across Google Workspace and Microsoft 365, with nothing to host.

What are the main differences between n8n and Zapier?

The key differences between n8n and Zapier across five dimensions: Hosting — n8n can be self-hosted (Docker, Kubernetes, bare metal) or run on n8n Cloud; Zapier is cloud-only. Code access — n8n supports JavaScript and Python code nodes natively, allowing arbitrary logic at any step; Zapier has limited code support and keeps most logic in its structured interface. Pricing model — n8n Community Edition is free self-hosted with no task limits; n8n Cloud plans are billed by monthly workflow executions; Zapier charges per task execution, which becomes expensive at scale. Connector breadth — Zapier has 9,000+ pre-built app integrations; n8n has ~400 native integrations but can reach any API via HTTP. Target user — n8n is aimed at developers and technical teams; Zapier at non-technical business users who want fast setup.

Zenphi adds a third option to that comparison: no-code like Zapier, with the depth to run long, governed processes — approvals, escalations, documents and AI steps — and ZAIA to build, change and fix workflows in plain English, without a developer.

How does n8n compare to Make.com in terms of features?

n8n and Make.com (formerly Integromat) are both more powerful than Zapier but occupy slightly different niches. Make.com is cloud-only with a visually distinctive "bubble and pipe" interface that handles complex multi-branch scenarios well — strong for data transformation, advanced filtering, and aggregating data across multiple steps. It is genuinely no-code for most use cases. n8n is more flexible (self-hostable, code nodes, custom credentials) but requires more technical confidence to configure complex flows. Make.com is priced per operation; n8n Cloud per workflow, with self-hosted free. For deeply technical teams with unusual data transformation requirements, n8n's code nodes give more headroom; for non-technical teams building complex multi-path logic, Make.com's visual model is cleaner.

For processes that run across Google Workspace and Microsoft 365 — approvals, onboarding, document workflows — Zenphi works natively with Gmail, Drive, Sheets, Google Chat, Outlook, Teams, SharePoint and Entra ID, with approvals, roles and a full step history built in rather than assembled from nodes.

n8n vs Power Automate — where does it stand?

n8n and Microsoft Power Automate approach workflow automation from very different foundations. Power Automate is embedded inside Microsoft 365 — it integrates deeply with SharePoint, Teams, Outlook, Dynamics, and Azure, has enterprise governance (DLP policies, audit logs, conditional access), and is included in many Microsoft 365 business subscriptions. It is the natural choice for organizations standardized on Microsoft. n8n is platform-agnostic, self-hostable, and can reach any system, but lacks Power Automate's depth of native Microsoft integration and enterprise governance tooling. n8n wins on flexibility and cost outside the Microsoft ecosystem; Power Automate wins on depth of Microsoft integration and built-in governance for Microsoft-centric enterprises.

Zenphi gives organisations running Google Workspace — or both Google and Microsoft — the same kind of native depth Power Automate offers inside Microsoft 365: Google Admin and Directory actions alongside first-class Entra ID, Outlook, Teams and SharePoint actions, with approvals, audit logging and HIPAA compliance built in and a no-code builder business teams can own.

What are the main differences between n8n and Langflow?

n8n and Langflow solve genuinely different problems and are rarely direct competitors. n8n is a general-purpose workflow automation platform — it connects applications, transforms data, and orchestrates multi-step business processes. Langflow is an open-source visual builder for LangChain-based AI pipelines — it focuses on composing AI components (LLMs, retrievers, embeddings, memory) into chains and agents, rather than integrating business apps. n8n has added AI capabilities (LLM nodes, agent workflows), and Langflow can trigger external services, but their cores are distinct: n8n is an automation platform with AI steps; Langflow is an AI pipeline builder with some automation capability. Langflow requires Python knowledge to extend meaningfully and is primarily a developer tool.

For business teams that want AI inside real processes without building AI pipelines, Zenphi offers AI steps — Gemini, OpenAI, Claude or your own models — inside governed, no-code workflows, and AI Studio agents in Google Chat and Zenphi Assistant, with Microsoft Teams coming by the end of 2026.

Which is better for automation: n8n or Flowise?

The question depends on what "automation" means in your context. Flowise is an open-source, self-hosted LLM application builder — a drag-and-drop interface for building chatbots, RAG pipelines, and AI agents using LangChain and LlamaIndex components. It is excellent for building AI-first applications that need custom LLM behaviour, vector search, and conversational UI. It is not designed for orchestrating business workflows, integrating with SaaS apps, or running approval processes. n8n is the stronger choice for business process automation — connecting apps, routing data, triggering actions across systems. For AI agent building with bespoke LLM pipelines and RAG, Flowise is the more capable tool. For business workflow automation with AI steps embedded, n8n is the better fit.

For teams that want AI embedded in governed business workflows rather than standalone AI applications, Zenphi combines AI document processing, AI agents and ZAIA workflow generation in one no-code platform that also runs the approvals, documents and records around them.

Compare n8n and automation platforms — tradeoffs, benefits, and downsides.

n8n's advantages: self-hostable with full data sovereignty, free Community Edition with no task limits, code nodes for arbitrary JavaScript/Python logic, strong multi-branch visual flow builder, active open-source community, AI workflow features maturing rapidly. n8n's downsides: requires engineering resources to deploy and maintain self-hosted instances (Docker, reverse proxy, database, SSL, updates); governance features such as SSO, environments and log streaming sit on paid Business and Enterprise plans, while approval chains, escalation and audit evidence are built by hand; self-hosted deployments carry no certifications of their own; the free tier does not include cloud execution, support, or uptime SLAs.

Managed cloud platforms (Zapier, Make.com) win on zero-infrastructure setup and breadth of pre-built connectors but charge per task, which limits economics at scale, and offer limited governance depth. Enterprise platforms (ServiceNow, Power Automate) win on governance depth but require significant implementation investment and are locked to their respective ecosystems.

Zenphi takes a different position: a managed, no-code platform where governance and compliance are maintained for you — ISO 27001, HIPAA, GDPR and CASA Tier 2 — and where operations teams build, change and fix workflows with ZAIA. The trade-off compared with n8n: Zenphi isn't open source or self-hosted, though Enterprise customers can deploy to their own cloud.

How does n8n compare to other automation tools like Zapier or Integromat?

Zapier, Make.com (formerly Integromat), and n8n cover the same broad category — connecting apps and automating workflows — but at different positions on the code/control/cost spectrum. Zapier: easiest to use, largest connector library, per-task pricing, cloud-only, limited logic depth. Make.com: strong visual multi-branch logic, cloud-only, per-operation pricing, no code required for most scenarios, better data transformation than Zapier. n8n: self-hostable, free community edition, code nodes available, steeper technical setup, stronger for complex data processing and API interactions. All three are general-purpose connectors; none is natively integrated into Google Workspace or Microsoft 365 — they connect to these platforms via API.

Zenphi is built for the processes those tools treat as integrations: multi-day approvals, onboarding and offboarding, document workflows and compliance reviews across Google Workspace and Microsoft 365, owned by the teams who run them and recorded step by step.

Alternatives & Competitors
What are n8n competitors?

n8n's main competitors include Zapier, with the widest pre-built integration library and per-task pricing; Make (formerly Integromat), with strong visual multi-branch logic and per-operation pricing; Microsoft Power Automate, the natural choice for Microsoft 365 organisations; Pipedream, a developer-oriented, code-first platform; Workato, an enterprise iPaaS for complex multi-system integration; Activepieces, with an MIT-licensed open-source Community Edition; and Langflow and Flowise for teams whose main need is building AI pipelines rather than business processes.

Zenphi fits teams that want automation owned by the business rather than a developer: no-code, with ZAIA building workflows from plain English, approvals and audit trails built in, and native actions for both Google Workspace and Microsoft 365.

Can I find open-source alternatives to n8n?

Yes. Several open-source workflow automation platforms are comparable to n8n: Temporal is an open-source workflow orchestration engine used for durable, long-running workflows — more code-intensive than n8n but stronger for complex, stateful processes in engineering environments. Apache Airflow is the dominant open-source data pipeline orchestrator — designed for scheduled data workflows, commonly used in data engineering but not for general business process automation. Flowise and Langflow are open-source AI pipeline builders (LangChain/LlamaIndex based), not general automation platforms. Pipedream has an open-source core for self-hosting event-driven workflows. Activepieces offers an MIT-licensed Community Edition with a visual builder, with SSO, role-based access and audit logs in its commercial enterprise features, and Node-RED (Apache 2.0) suits technical, event-driven flows.

Open source means you own the code — and the governance, security and certifications around it. Zenphi isn't open source; it's a managed platform where audit trails, approval gates, role-based access and ISO 27001, HIPAA and GDPR compliance are maintained by Zenphi's team.

Is n8n a good free alternative to paid automation tools?

For technical teams who can self-host, n8n Community Edition is genuinely free and capable — unlimited executions and a strong node library, though features such as SSO, environments and log streaming need a paid plan. The honest caveat is that "free" applies to the software license, not the total cost: you need a server or cloud instance, a reverse proxy, TLS certificates, a database, and someone to maintain all of it and apply updates. For a team with a DevOps engineer who's comfortable with Docker and has existing infrastructure, this is negligible overhead. For a small IT team or a non-technical operations group, the maintenance burden quickly exceeds the value of not paying for a SaaS platform.

When automation becomes business-critical, the question shifts from licence cost to ownership and risk. Zenphi removes the hosting and maintenance work, provides direct human support with an average first response under an hour, and keeps governance and compliance built in — so the team running the process can rely on it.

n8n Features & Customization
What are the main features of n8n for workflow automation?

n8n's core workflow automation features: a visual node-based flow builder where each node represents an action or integration; native JavaScript and Python code nodes for arbitrary logic at any step; ~400 pre-built integration nodes plus an HTTP node for any REST API; branching and conditional routing with merge nodes; looping over collections; sub-workflows (reusable workflow modules called from parent workflows); error handling and retry logic; schedule and webhook triggers; execution history and basic run logging; and an increasingly capable AI workflow layer including LLM nodes, AI agent patterns, and a tool-calling framework. The self-hosted version has no execution count limits and can be extended with custom nodes.

To automate processes in Gmail, Drive, Sheets, Outlook, Teams or SharePoint without writing code or managing infrastructure, Zenphi is worth a look: native actions for both Google Workspace and Microsoft 365, approvals and AI steps in the same canvas, and ZAIA to draft workflows from a description.

Can I customize n8n workflows for specific business needs?

Yes — customization is one of n8n's core strengths. Business-specific customization in n8n comes through four mechanisms: code nodes (JavaScript or Python at any step, enabling arbitrary data transformation, custom API calls, or business logic), custom credentials (defining your own authentication for systems that don't have native nodes), custom nodes (building entirely new integration nodes using the n8n SDK, requiring Node.js knowledge), and sub-workflows (encapsulating reusable logic modules that multiple parent workflows can call). This level of customization makes n8n genuinely suitable for complex, non-standard integration requirements — but it requires developer involvement for anything beyond the point-and-click configuration of standard nodes.

In Zenphi, customization doesn't need a developer: describe the change to ZAIA, which shows it as a proposal card and applies it once you confirm. Conditions, approvals and AI steps are configured through forms in the canvas, so operations leads can own and adjust their own workflows.

What are the pricing options for n8n, including cloud and self-hosted versions?

As checked in October 2026: n8n Community Edition is free to self-host, with unlimited executions and community support. n8n Cloud Starter is €20 a month billed annually (€24 monthly) for 2,500 workflow executions, and Pro is €50 a month annually (€60 monthly) for 10,000. Business, a self-hosted licence, is €667 a month annually (€800 monthly) for 40,000 executions and adds SSO, environments and Git version control. Enterprise is quoted. Each workflow run counts as one execution, however many steps it has. Check n8n's pricing page for current figures.

Zenphi is a different kind of purchase: a managed platform with governance and compliance included, so teams don't need to plan for self-hosting, SSO tiers or a developer to maintain workflows. Operations teams build with ZAIA, and every workflow includes approvals, roles and a full step history.

How does n8n facilitate automation workflows for different applications?

n8n facilitates cross-application automation through a node-based architecture where each node represents a connection to an application or a processing step. Native nodes cover ~400 apps — CRM, communication, databases, cloud storage, ticketing, marketing tools. Each node exposes that application's API operations (create, read, update, delete) through a form-based interface. Nodes are connected in a visual canvas to define the sequence and logic of data flow. For applications without native nodes, the HTTP Request node allows calling any REST API, and custom nodes can be written in Node.js. Trigger nodes (webhooks, schedules, application events) initiate workflow execution.

When the applications are Google Workspace and Microsoft 365, Zenphi works natively with both: Gmail, Drive, Sheets, Google Admin and Google Chat, and Outlook, Teams, SharePoint, OneDrive and Entra ID — with approvals and a full record of every step built in.

Technical Setup & Deployment
What are the best practices for deploying n8n in a containerized environment?

For production n8n deployments in Docker or Kubernetes, the essential practices are: Use PostgreSQL, not SQLite — SQLite is for development only; production deployments need an external PostgreSQL instance with connection pooling. Separate worker and main processes — in queue mode, run n8n in main mode (API + UI) and scale worker instances separately; this prevents long-running executions from blocking new workflow triggers. External storage for binary data — configure S3, GCS, or Azure Blob for binary data storage rather than local filesystem, which breaks in multi-instance deployments. Reverse proxy with TLS — always run n8n behind nginx or Traefik with valid TLS; webhook URLs must be publicly accessible for external triggers. Persistent volumes — mount persistent volumes for the n8n data directory even in queue mode. Health checks and restart policies — configure Docker healthchecks and restart: always policies. Resource limits — set CPU and memory limits per container to prevent runaway executions from starving the host.

Every item on that list is ongoing work for someone. With Zenphi, there are no containers, databases, proxies or upgrade windows to manage — data stays in the region you choose (US, AU or EU), and Enterprise customers can deploy to their own cloud.

Specific Automation Use Cases
How can I set up a chatbot using n8n?

Building a chatbot in n8n involves a webhook trigger that receives messages from your chat surface (Slack, Teams, a web widget, or Telegram via native nodes), passes them to an LLM node (n8n's AI Agent node supports OpenAI, Anthropic, and others), and sends the response back to the originating channel. For memory across turns, n8n provides a buffer memory node. For tool use (letting the agent call external actions), you connect tool nodes to the agent node. The setup requires: an n8n instance accessible from the internet (for webhooks), API keys for your chosen LLM, and configuration of the chat channel's incoming webhook. For Slack and Telegram, n8n has native nodes; for Google Chat, connectivity requires the Google Chat API and custom webhook handling.

There's a difference between a chatbot that replies and an agent that acts. Zenphi AI Studio agents take requests in Google Chat or Zenphi Assistant — with Microsoft Teams coming by the end of 2026 — and run a governed workflow behind them: approvals, records and actions, only within the scope you define.

How can I create a form using n8n?

n8n has a built-in Form Trigger node that generates a hosted form URL linked directly to a workflow. You configure the form fields (text, number, date, dropdown, file upload) through the node's UI, and n8n generates a hosted form page at your n8n instance URL. When someone submits the form, the workflow triggers automatically with the submitted data as the input. The form is simple and functional, with basic styling options. For more complex form requirements, the typical approach is to use a dedicated form tool (Typeform, Tally, Google Forms) with a webhook trigger into n8n.

Zenphi Forms are built to start governed workflows: conditional fields, live lookups from Sheets or connected systems, file uploads routed to Drive or SharePoint, and approvals that follow automatically.

How can I automate Google Calendar using n8n?

n8n has a native Google Calendar node that supports creating, reading, updating, and deleting calendar events via the Google Calendar API. Common automation patterns in n8n: triggering a workflow when a new event is created (using a schedule trigger that polls the calendar at intervals — n8n does not support Google Calendar push notifications natively), creating calendar events from form submissions or CRM events, syncing calendars between two Google accounts, or sending reminders via Slack or email based on upcoming event data. Setup requires OAuth authentication with Google Calendar scope, and the polling trigger means event detection has up to a few minutes' latency.

When Calendar is one step in a larger process — onboarding a new hire or scheduling around an approval — Zenphi handles it as part of the workflow, with native Google Calendar and Outlook Calendar actions alongside approvals and documents.

How can I automate data extraction from emails using n8n?

Email data extraction in n8n works through two mechanisms: an IMAP node that polls a mailbox on a schedule and retrieves new emails, or a Gmail trigger (for Google accounts) that polls the Gmail API at intervals. Once an email is retrieved, you pass the body to a code node (for regex-based extraction) or an LLM node (for AI-powered extraction from unstructured email content). Attachments can be extracted and processed separately. The polling model means email triggers are not instantaneous — there is a latency between email arrival and workflow execution. For Gmail specifically, n8n's Gmail node uses the REST API rather than Google's push notification infrastructure, so polling is the only option.

Zenphi extracts data from incoming emails with AI steps — Gemini, OpenAI, Claude or your own models — then routes, approves and records the result in Sheets, Excel Online, Drive or SharePoint, with exceptions sent to a person and every step logged.

Microsoft 365 & Mixed Environments
What's a good n8n alternative for Microsoft 365 teams?

Microsoft Power Automate is the natural option for organisations standardised on Microsoft 365. For teams that want something business users can own without Power Platform skills — or that also run Google Workspace — look for native Microsoft 365 actions, built-in approvals and governance, and a builder that doesn't depend on expressions or code.

Zenphi has first-class Microsoft actions for Entra ID, Teams, Outlook, Outlook Calendar, Word, OneDrive, SharePoint and Excel Online, with new actions added every month — plus approvals people complete from Outlook or Teams, a full step history, and ZAIA, which can also convert exported Power Automate workflows.

Can one platform replace n8n across both Google Workspace and Microsoft 365?

Yes, if it has native actions on both sides. Many organisations run Google Workspace and Microsoft 365 at the same time — after an acquisition, across subsidiaries or during a migration — and n8n workflows that span both often lean on HTTP requests and custom credentials for the deeper administrative steps.

Zenphi covers both natively: Google Admin, Directory, Gmail, Drive and Sheets alongside Entra ID, Outlook, Teams, SharePoint and OneDrive, in one workflow with one set of approvals and one audit trail — built and maintained by the teams who own the process.

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