An autonomous AI agent platform: you give an agent a goal in plain English and it plans, uses real tools, and delivers the finished work.

Is there a free plan?

Yes. Actus has a free plan to get started, with paid plans that add higher limits and advanced features like scheduled automations and team workspaces.

Can agents run automatically on a schedule?

Yes — agents can run hourly, daily, or on a custom cadence, so routine work happens automatically without you starting it each time.

How is Actus different from a chatbot?

A chatbot replies with text. An Actus agent takes action: it uses real tools to research, write, build, and send, then returns a finished deliverable instead of just advice.

Do I need to know how to code?

No. You describe your goal in plain English and the agent plans and executes the steps. Agents can write and run code when a task needs it, but you never have to.

Do I stay in control of what an agent does?

Yes. Irreversible actions require your approval, every run has budget and step limits, and each step is logged so you can see exactly what happened.

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Actus Agent vs. n8n: Choosing Between Agentic Reasoning and Low-Code Workflow Builders

Actus · September 29, 2026

Actus Agent vs n8nworkflow automationAI agentsn8n comparisonautomation tools

Actus Agent vs. n8n: Choosing Between Agentic Reasoning and Low-Code Workflow Builders

Businesses evaluating automation tools often compare Actus Agent and n8n. Both can connect tools, move data, and trigger actions, but they operate from different design philosophies. Understanding the distinction helps match the tool to the workflow.

What n8n does well

n8n is a low-code workflow builder designed for connecting apps and moving data through predefined sequences. Users build flows with a visual interface, linking nodes for triggers, actions, and logic. It excels at structured, repeatable tasks: when a form is submitted, add a row to a spreadsheet, send a Slack notification, and create a CRM record.

n8n offers hundreds of integrations, self-hosting options, and granular control over each step. Technical users can add custom JavaScript, call APIs, and manage complex branching logic. For teams comfortable with visual programming, n8n provides deep flexibility without writing full code.

What Actus Agent does differently

Actus Agent is an autonomous AI agent platform designed for workflows that require research, interpretation, and multi-step reasoning. Instead of building a flow with predefined nodes, users describe the goal and the operating rules. The agent decides how to reach the outcome, adapting to context and handling exceptions.

Example: instead of mapping a rigid flow for lead qualification (check website → extract email → score lead → save to CRM), a user describes the goal: "Find SWFL service businesses with no website or an outdated site. Verify their contact information. Audit their online presence. Draft a personalized email based on gaps found. Save the lead and the audit to the CRM."

Actus Agent handles variable inputs, interprets ambiguous data, and makes contextual decisions. It can research a prospect's website, identify problems, extract structured data, draft personalized messaging, and decide whether the lead qualifies based on stated criteria.

When to use n8n

Predictable, repeatable workflows: Data moves the same way every time.
Integration between known apps: Connect Airtable, Notion, Slack, Google Sheets, and HubSpot without custom development.
Control over every node: You want to define exactly what happens at each step, including conditional branching and error handling.
Self-hosted requirements: You need the automation to run on your own infrastructure.
Budget constraints: n8n offers a free self-hosted option and lower pricing than managed AI agent platforms.

When to use Actus Agent

Research-heavy workflows: The workflow requires reading websites, extracting data, interpreting context, and making decisions.
Variable inputs: Every lead, inquiry, or task looks different, and the workflow needs to adapt.
Judgment calls: The process includes deciding whether something qualifies, whether a message is personalized enough, or whether an exception should be escalated.
Multi-step reasoning: The agent must complete a sequence like research → analyze → draft → verify → decide → act, with each step informing the next.
Reduced manual mapping: You want to describe the outcome rather than build every decision branch.

Key differences in workflow design

n8n: Explicit node mapping

Every step, condition, and loop must be designed. If the workflow encounters a case you did not map, it fails or follows the wrong branch. Building comprehensive logic for edge cases requires foresight and testing.

Actus Agent: Goal and rules

The agent receives the goal, the operating boundaries, and the data sources. It decides how to handle cases based on reasoning, not pre-mapped paths. Unusual inputs are interpreted rather than breaking the flow.

n8n: Deterministic

The same input produces the same output every time, assuming external APIs return consistent data. Predictability is high, but flexibility is low.

Actus Agent: Adaptive

The agent interprets context and adjusts actions. Two similar inputs may result in slightly different outputs based on nuance. Consistency comes from the operating rules, not identical execution.

Can you use both?

Yes. Many businesses use n8n for data synchronization, structured integrations, and simple automations, while deploying Actus Agent for workflows that require research, drafting, and reasoning. A lead moves through n8n's CRM integration, then triggers an Actus Agent workflow for audit and personalized outreach.

Example comparison: Lead qualification

n8n approach

Webhook receives form submission
Extract company name and website
Call Clearbit API for firmographic data
Check if company size > 10 employees
If yes, add to CRM with "Qualified" tag
If no, add to CRM with "Too Small" tag
Send Slack notification

This works if qualification criteria are binary and data is always available. If the website is missing, the API returns incomplete data, or qualification depends on nuanced factors, the flow breaks or mis-tags the lead.

Actus Agent approach
Goal: Qualify leads based on business size, service offerings, and website quality. Operating rules: businesses under 10 employees are disqualified unless they are high-value service niches. Missing data should trigger manual review. Leads with strong websites but no clear CTA should be flagged for website optimization outreach.

The agent researches each lead's website, interprets the service offerings, checks available firmographic data, applies the qualification rules, and decides the appropriate CRM tag and follow-up action. It handles missing data, ambiguous niches, and nuanced cases without requiring every branch to be pre-mapped.

Pricing and deployment considerations

n8n offers a free self-hosted version, a cloud version starting around $20/month, and enterprise plans. Costs scale with executions, active workflows, and team size. Self-hosting requires infrastructure and maintenance.

Actus Agent pricing is based on usage and the complexity of workflows. Businesses pay for agent runs, data accessed, and actions taken. There is no self-hosted option; the platform is managed.

Conclusion

n8n and Actus Agent serve different workflow archetypes. Choose n8n for structured, predictable integrations where control and cost are priorities. Choose Actus Agent for workflows requiring research, interpretation, and adaptive decision-making. For many businesses, both tools have a place in the automation stack. Explore agentic workflows at https://actusagent.cc.