Michael Kozak - AutomationNex.io | n8n Experts

Michael Kozak

Abstract visualization of managed versus self-hosted automation platforms, showing different network complexities and data fl

TCO of automation: Managed iPaaS vs. self-hosted platforms

A total cost of ownership (TCO) analysis comparing managed iPaaS (Zapier, Make) with self-hosted platforms like n8n for business process automation.

Abstract representation of an automated procure-to-pay workflow, showing interconnected data points for financial processing.

Automating the procure-to-pay cycle with modern workflows

Discover how modern, API-driven automation transforms the procure-to-pay cycle, moving beyond batch scripts to reduce errors, cut costs, and improve compliance.

An abstract representation of a content automation workflow, showing data moving between a headless CMS and various endpoints

Automating a headless CMS: A pre-flight checklist

Planning to automate your headless CMS? Our pre-flight checklist covers critical questions on architecture, security, and scalability before you build your firs

Abstract visualization of two different data flow patterns, one centralized like a star and one decentralized like a web, rep

Orchestration vs. choreography: Choosing an integration pattern

Explore the architectural trade-offs between orchestration and choreography to design scalable and resilient business process automation workflows.

Conceptual image of single-item versus batch processing, showing a transition from individual data points to organized blocks

Batch vs. single-item processing: A guide to scalable automation

Learn the trade-offs between batch and single-item processing. Discover when to use each approach to build scalable, efficient, and cost-effective automation wo

An abstract image comparing a rigid, linear automation path with a flexible, networked workflow, symbolizing the difference b

CRM chatbot vs. custom workflow: A TCO analysis for support

Explore the Total Cost of Ownership (TCO) of native CRM chatbots versus custom automation workflows for customer support. Make an informed decision based on cos

Abstract visualization of n8n execution modes: a single main process versus a scalable queue architecture with multiple worke

Scaling self-hosted n8n: Choosing your execution mode

Discover when to use queue mode vs. the default main process for scaling your self-hosted n8n instance. Make the right architectural choice for reliability.

AI agents: Frameworks vs. platforms vs. integration-centric workflows

AI agents: Frameworks vs. platforms vs. integration-centric workflows

Choosing how to build an AI agent? We compare code frameworks like LangChain, managed platforms, and integration-centric tools like n8n across cost, flexibility

Abstract visualization comparing fine-tuning, a structured process, with RAG, a flexible data retrieval process, for AI model

Fine-tuned LLMs vs. RAG: Choosing the right AI strategy

Comparing fine-tuning and Retrieval-Augmented Generation (RAG) for AI business automation. Learn the trade-offs in cost, data freshness, and accuracy to pick th

Abstract image of data pipelines with a circuit breaker, representing resilient automation architecture.

Beyond retries: Advanced patterns for resilient automation

Discover architectural patterns like Dead-Letter Queues (DLQ) and Circuit Breakers to build robust, fault-tolerant automation workflows that go beyond simple re

Event-driven vs. polling: Choosing an automation architecture

Event-driven vs. polling: Choosing an automation architecture

Learn the key differences between event-driven (webhooks) and polling architectures. This guide helps you choose the right pattern for efficient, scalable, and