https://development.tldrecap.tech/presenters/karthik-ravva/ Recent content in Karthik Ravva on TLDRecap ⏮️ https://development.tldrecap.tech/images/tldrecap_logo.jpg https://development.tldrecap.tech/images/tldrecap_logo.jpg Hugo en Thu, 23 Apr 2026 11:30:06 -0700 https://development.tldrecap.tech/posts/2026/conf42-cloud/data-governance-critical-ai-engineering-discipline/ Thu, 23 Apr 2026 11:30:06 -0700 https://development.tldrecap.tech/posts/2026/conf42-cloud/data-governance-critical-ai-engineering-discipline/ <p><strong>Presenters</strong></p> <ul> <li> <a href="https://development.tldrecap.tech/presenters/karthik-ravva">Karthik Ravva</a> </li></ul> <p><strong>Source</strong></p> <ul> <li> <a href="https://development.tldrecap.tech/sources/conf42-cloud-2026">Conf42 Cloud 2026</a> </li></ul> <h1 id="-stop-building-messy-ai-why-data-governance-is-your-most-critical-engineering-discipline">🛡️ Stop Building &ldquo;Messy&rdquo; AI: Why Data Governance is Your Most Critical Engineering Discipline</h1> <p>In the high-stakes world of utility management, a single prediction error can leave thousands in the dark. Karthik Ravva, a Senior Product Manager at Austin Energy, recently shared a sobering story: a major utility deployed a sophisticated AI model to predict power outages. It had all the bells and whistles—smart meters, real-time weather feeds, and historical data.</p>