AI Strategy

AI Marketing Adoption Is a Workflow Problem, Not a Software Problem

Marketing teams rarely fail with AI because they lack access to tools. They fail because roles, workflows and management habits remain unchanged.

The Data Layer Trap: Why Your AI Strategy Is Failing at the Foundation

AI tools are becoming easier to access, but most businesses still struggle to use them reliably. The real obstacle is often the data layer beneath the tools.

Stop Fine-Tuning Your LLM: When to Use RAG, Context, and Last-Resort Optimisation

Fine-tuning is no longer the default way to customise business AI. Learn when RAG, context engineering, agent skills, LoRA and distillation are better choices.