Why “use” is the real success metric
Many data products fail for a simple reason: they are technically correct but behaviourally ignored. A dashboard that nobody checks, a churn model that never changes retention workflows, or an “AI assistant” that frontline teams bypass in favour of spreadsheets all point to the same gap—adoption. If you are learning product thinking alongside modelling skills in a data...
The squeeze of snow under skis or the constant throb of an engine through frozen waters generates images that are lasting and clear even years on. Machines are not luxuries in the north, but lifelines and passions. This paper discusses the role of secondary markets in facilitating outdoor mobility, reliability, affordability and informed decisions that determine snow and marine power trends in the global...
