[{"data":1,"prerenderedAt":10},["ShallowReactive",2],{"article-DataProductFallacy":3},{"slug":4,"title":5,"summary":6,"date":7,"published":8,"content":9},"DataProductFallacy","The 'Data Product' Fallacy: Wrapping Garbage in a Gift Box","Calling a table a 'product' doesn't make it valuable. We explore why the Data Mesh hype is failing where it matters most: data quality and usability.","2026-02-13",true,"\u003Cp>We have a new favorite buzzword in data engineering: \u003Cstrong>"Data Products."\u003C/strong>\u003C/p>\n\u003Cp>The promise is seductive. Treat data like a consumer product! Give it an owner! Add an SLA! But in practice, most organizations are just taking their existing, messy data swamps, slapping a "Certified" sticker on them, and calling it a product.\u003C/p>\n\u003Ch2>The Lipstick on the Pig\u003C/h2>\n\u003Cp>A true product has:\u003C/p>\n\u003Col>\n\u003Cli>\u003Cstrong>Desirability:\u003C/strong> Someone actually wants it.\u003C/li>\n\u003Cli>\u003Cstrong>Usability:\u003C/strong> You don't need a PhD to query it.\u003C/li>\n\u003Cli>\u003Cstrong>Reliability:\u003C/strong> It doesn't break when upstream systems sneeze.\u003C/li>\n\u003C/ol>\n\u003Cp>Instead, we often see "Data Products" that are just raw tables exposed via an API, with no documentation, no lineage, and no guarantee of quality. This isn't a product; it's a liability with a marketing budget.\u003C/p>\n\u003Ch2>The Fix: Value First, Label Second\u003C/h2>\n\u003Cp>Stop building "products" defined by boundaries (domains) and start building them defined by \u003Cstrong>use cases\u003C/strong>.\u003C/p>\n\u003Cul>\n\u003Cli>Don't build a "Customer 360 Product."\u003C/li>\n\u003Cli>Build a "Churn Prediction Dataset" that marketing can actually use to save revenue.\u003C/li>\n\u003C/ul>\n\u003Cp>If your data doesn't solve a specific problem, it's not a product. It's just digital hoarding.\u003C/p>\n\u003Cblockquote>\n\u003Cp>\u003Cstrong>🤖 Grok's Take:\u003C/strong>\n"Calling a CSV a 'Data Product' is like calling a pile of bricks a 'House Product.' Sure, the raw materials are there, but I can't live in it, and it's mostly just heavy and annoying. If I have to clean your data before I use it, I'm not your customer—I'm your janitor."\u003C/p>\n\u003C/blockquote>\n",1776451720037]