EDUARDOsopaldaDATA | AI & The human experience

Field notes

Writingin circulation.

All writing

2026

  1. 21 / 03If We Can't Agree on "Customer," How Can We Ever Govern Data?We all love to talk about data governance. The frameworks. The policies. The dashboards with fifty shades of data quality.MEANING
  2. 21 / 02When Governance Lives in Memory… and When It Becomes Muscle“If governance has to be re-explained every time, it’s not an operating model. It’s institutional memory, and that doesn’t scale.”GOVERNANCE
  3. 20 / 02Starting the AI Journey: From First Wave to Business-Ready AIYou do not reach 1,000 without doing 1.GOVERNANCE
  4. 13 / 02ATLAN'S Great Data Debate: DATA, Dashboards, AI, and the Fragility of MeaningAI does not hesitate. It does not say, "That depends." It simply responds.MEANING
  5. 07 / 02From Stewardship to Partnership: Why GenAI in Data Governance Is No Longer “The Future”No se puede empezar la casa por el tejado.GOVERNANCE
  6. 04 / 02Lessons from the DAMA ESPAÑA × Gaia-X Hub España webinar on data spacesMEANING
  7. 19 / 01Responsible AI in Times of Chaos: Why Trust Is Not a FeatureWe live in an age of permanent instability.TRUST

2025

  1. 30 / 12Data Are Not UniversalSome time ago, someone told me something that didn’t sound particularly profound at first:MEANING
  2. 20 / 12AI Governance: The Silent Framework That Is Already Changing the Rules of the GameGOVERNANCE
  3. 19 / 06Why the Smarter AI Isn't the One That PredictsAsking the right question is key to getting the right results.PROXIMITY