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Practical guides on AI, automation and building software

Plain-English guides for business owners and developers: what things cost, how they work, and what we have learned building them. 114 articles and counting.

46 articles in AI & Chatbots

AI & Chatbots

AI for Customer Support: A Practical Guide

A practical guide to AI in customer support: what to automate first, how to keep answers safe, and the numbers that prove it works.

AI & Chatbots

What Is Prompt Engineering? A Business Guide

A plain guide to prompt engineering for business leaders: what it is, why it matters for AI results, and how to do it well.

AI & Chatbots

AI Document Processing: Automate Data Extraction

How AI document processing pulls clean data from invoices, forms, and contracts, where it beats plain OCR, and how to roll it out safely.

AI & Chatbots

How Much Does an AI Chatbot Cost in 2026?

A clear, honest guide to AI chatbot costs in 2026, from platform plans to custom builds, plus the ongoing costs most buyers forget.

AI & Chatbots

AI Agents for Business, Explained

What an AI agent really is, how it differs from a chatbot, where it helps a business, and how to start small and stay safe.

AI & Chatbots

What Is a Vector Database and Why It Matters for AI

A plain guide to vector databases, embeddings, similarity search, and HNSW indexes, with when you need one and which options to pick.

AI & Chatbots

Production RAG Architecture: A Reference Guide for 2026

A deep, practical reference architecture for production retrieval augmented generation: ingestion, chunking, hybrid search, reranking, evaluation, guardrails, and cost control, with the numbers that matter.

AI & Chatbots

The Best AI Tools for Small Business in 2026 (and the Starter Stack That Actually Works)

The best AI tools for small business in 2026 — but instead of an overwhelming list of 18, here is a prioritised starter stack by business type, when to build custom AI instead, the hidden costs, and a 30/60/90-day rollout plan.

Comparison
AI & Chatbots

RAG vs Fine-Tuning in 2026: How to Give AI Your Business Knowledge

RAG vs fine-tuning explained in plain English: the two ways to give AI your business knowledge, what each is good at, the costs, and which to choose.

AI & Chatbots

How to Add an AI Chatbot to Your Website in 2026 (Cost, Options, and What Actually Works)

A practical guide to adding an AI chatbot to your website in 2026: off-the-shelf vs custom, real costs, how the good ones work, and what to look for.