The importance of data in building AI applications is well understood. But often, chasing deadlines, we end up de-prioritising making data as first-class citizens. We have all been there and done that. Can we perhaps change our AI practices to iteratively develop to cross the proverbial river by feeling the stone...err data? This fun talk is all about the role of data in AI and a different perspective on incrementally growing it!