Case Study: A Compliance Analyzer
What it is A LoRA adapter fine-tuned on Llama 3.2 3B, built to analyse statements about how an organisation operates
Case Study: A Quality Management Model
What it is A LoRA adapter fine-tuned on Llama 3.2 1B, trained on quality management systems and ISO standards. Published
Running AI Models Locally
Why run a model locally Three reasons, and any one can decide it. Your data does not leave. Nothing is
LoRA Explained
The problem LoRA solves Fine-tuning traditionally means adjusting the whole model. For a model with billions of parameters, that is
What Is a Fine-Tuned Model?
Starting from something that already works Training a language model from nothing takes enormous data and enormous computing power. Almost
Starting a WhatsApp Project
The two things that hold projects up Almost every delay comes from one of two places. Business verification. Meta checks
Using AI With WhatsApp
The problem AI solves here Customers write however they write. “Do you have the 40mm brackets, need about 200, and
Measuring WhatsApp Automation
Two kinds of number Platform health. Whether you can keep using the channel at all. Business results. Whether it is
WhatsApp Chatbots Explained
Why the stakes are higher here A chatbot on your website is a widget somebody can close. A chatbot on
WhatsApp for Sales and Leads
The distinction that matters Sales on WhatsApp works when the customer starts it. Somebody clicks a “message us” button, asks