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AI, automation and open-source - implemented, not just advised. From a single n8n workflow to a fully self-hosted operations stack, 4 Step AI turns manual, repetitive work into software that quietly runs itself.
Most businesses don't have a technology problem. They have a too-many-tools, none-of-them-talking problem. We connect the software you already pay for, add AI where it earns its keep, and host it all on infrastructure you actually own.
Strategy through to a running, monitored system. If it can be automated, integrated, scraped, hosted or shipped, it lives here.
Our core craft. n8n-led automations that move data, trigger actions and make decisions across your entire toolset - running 24/7 without a human in the loop.
n8n · webhooks · schedulersCustom connectors and resilient data scrapers that pull exactly what you need, on time.
Ship fast with the right no-code tools - then graduate to custom code when you outgrow them.
We deploy and manage best-in-class open-source software so you avoid per-seat SaaS lock-in.
Self-hosted infrastructure on hardened VPS servers - Docker, Coolify, Caddy, monitoring and backups. Your data, your servers, our operations.
Docker · Coolify · LinuxWordPress, custom HTML/CSS and modern web apps - fast, accessible, on-brand.
When off-the-shelf won't cut it, we build the exact tool your operation needs.
OpenAI, Claude, Gemini and voice-AI systems wired into real workflows - chatbots, document processing, lead qualification, support agents and more.
OpenAI · Claude · Gemini · Voice AIPipelines, sequences and lead-gen systems that keep your funnel moving on autopilot.
We map your workflows end-to-end and find the bottlenecks - the repetitive, manual, error-prone work quietly costing you hours every week.
We architect the solution - the automations, the AI, the integrations and the stack - and agree exactly what "done" looks like before a line is written.
We implement across AI, open-source and your existing tools, hosted on infrastructure you own - tested, documented and handed over cleanly.
We monitor, maintain and grow the system as you do - new workflows, more volume, tighter reliability. It keeps earning its keep.
We don't just recommend open-source - we run a production stack of it every single day. What we operate for ourselves, we build for you.
A sample of what "implemented" looks like.
A resilient, keep-alive outreach system driving reusable webhook micro-services - search, connect, message and enrich, all self-hosted and monitored.
An AI assistant that ingests large documents, splits and indexes them, and answers customer questions from the source material - no hallucinated policy.
A full internal toolset - CRM, docs, chat, analytics and automation - deployed and managed on owned servers, replacing a stack of monthly SaaS bills.
Scrapers and enrichment flows that feed a clean, deduplicated lead database straight into the sales pipeline, updated on a schedule.
Tell us the repetitive work eating your week. We'll show you what it looks like when software does it instead.