Automate the work.
Amplify the results.

n8n is an open-source workflow automation platform — similar to Zapier or Make, but more powerful, fully customizable and self-hostable. We use it because it supports custom code nodes, complex branching logic and direct API calls, which makes it suitable for production business automations rather than simple if-this-then-that rules.

Yes. AI chatbots are delivered as embeddable widgets — a small script tag that you add to any website regardless of the platform. We can integrate with WordPress, Webflow, Shopify, custom HTML sites, or any platform that allows you to add custom JavaScript.

RAG stands for Retrieval-Augmented Generation. Instead of relying only on what the AI model was trained on, we first search your documents (using vector embeddings) to find the most relevant passages, then feed those passages to the AI as context for its answer. This means the chatbot answers from your specific content — not from generic internet knowledge — and can cite its sources.

It depends on the task. Claude (Anthropic) excels at long-document analysis, nuanced reasoning, structured output and agentic tasks. GPT-4o is strong for multimodal inputs (images + text), real-time conversation and is deeply integrated in many platforms via the Assistants API. We evaluate both for each project and often use them together — each where it performs best.

Scraping publicly available data is generally legal in most jurisdictions. We only build scrapers for publicly accessible pages (not behind authentication), ensure our scrapers respect robots.txt where appropriate, and do not extract personal data in violation of GDPR or similar regulations. We always perform a feasibility and compliance check before starting any scraping project.

A simple n8n workflow or single-purpose chatbot typically starts at $5,000–$10,000. A full RAG knowledge-base system, multi-agent pipeline or complex scraping infrastructure runs $15,000–$35,000+. Ongoing monthly retainers for monitoring, prompt refinement and new modules start at $1,500/month. We give a fixed-price estimate after the discovery call.

Yes — and we strongly recommend it. AI models are updated, APIs change, and prompts need refinement as real-world usage reveals edge cases. Our monthly retainer covers execution monitoring, prompt updates, model upgrades, new automation modules and on-call support for when something breaks.

Yes. We specialize in connecting AI automation layers to WordPress and Shopify — triggering n8n workflows from WooCommerce orders, embedding chatbots into WordPress pages, scraping product data into Shopify catalogs, and running AI enrichment on form submissions. The AI layer and your web platform are designed to work together.