Practical AI for ambitious businesses.
Field notes on AI agents, chatbots, automations, GEO, and the work of installing intelligence inside real businesses. No fluff, no hype.
The AI WhatsApp bot: the fastest AI win for most businesses in 2026
An AI assistant on your WhatsApp pays for itself faster than almost any other AI investment. Here is what it actually does, and why a fast reply is the difference between a full pipeline and a leaking one.
Read the article →Why most AI projects fail before they start
The three reasons we see AI engagements stall, and how to design around them from the first conversation. After dozens of engagements, the same patterns repeat.
AI Agents: what they actually do (in plain English)
Forget chatbot demos. An AI agent is a digital teammate that reads your information, follows your standards, uses your tools, and finishes tasks end to end. Here is what one looks like inside a real business, and what it costs to install.
GEO: how to get cited by ChatGPT, Claude, and Perplexity
Generative Engine Optimization is the new SEO. Here is what GEO actually is, why being cited by AI matters more than ranking on Google for some queries, and how we make a brand citable inside AI search.
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