CANONICAL MODELS: Adoption Flywheel
For some time now, I have noticed a recurring pattern when teams begin new data or AI initiatives. The business‑oriented layers usually gain momentum first. They are concrete, easy to recognise, and create an immediate sense of progress for stakeholders. The more generalised layers move at a slower pace. These foundational models often receive less attention at first. They are abstract, less…











