In this post Chin-Fah Heoh talks about the challenges of getting valuable and relevant data from a data lake in a timely fashion. He considers different approaches he’s seen over time, coming to the latest in creating intent-based data personalities. For Chin-Fah, it all comes down to handling metadata.