Lean Machine Learning (LeanML) is an organisational framework that allows Data Science teams to build business-oriented data products through a highly structured process. LeanML is aware of the difficulties of dealing with data-centric workflows and outcomes. It is inspired by techniques and knowhow from multiple disciplines such as quant trading in finance, business intelligence, agile software engineering and strategic consulting.