Data Quality for 140 Million Members | Intuit Credit Karma

Veenit Shah, Senior Manager of Data Engineering, and Puneet Singh, Senior Data Engineer, both at Intuit Credit Karma, join Data Faces on location at the 20th annual CDOIQ Symposium in Cambridge, Massachusetts. Their team keeps credit scores current for about 140 million members, and an AI remediation agent now compresses root cause investigations that once took 30 to 40 minutes into just a few.Veenit and Puneet walk through the data quality program they presented at the conference, from startup-era firefighting with nightly calls and manual checks to five pillars monitored across more than 100 tables and 40,000 columns. They explain why data quality is everybody's job when a single alert can touch millions of members, how agents now generate production-ready pipeline code in minutes, and why the next levels of their agentic maturity model remain under security review.What you will learn:1. How Credit Karma moved from reactive firefighting to five data quality pillars measured across 40,000 columns2. Why every alert gets logged, measured, and analyzed weekly, with brutal prioritization of the noisiest issues3. How an AI remediation agent runs and refines queries until it lands on root cause and blast radius4. Where guardrails, anonymized data, and selective agent access fit as the team climbs the maturity curveChapters:0:00 Welcome and introductions2:21 The firefighting years4:58 Five pillars across 40,000 columns6:48 Whose job is data quality?8:14 The AI remediation agent10:10 Level two on the agentic maturity curve12:22 Guardrails and security for agents14:11 Wrap-up with Veenit and PuneetWatch more Data Faces on location: https://tinytechguides.com/data-faces-podcast/?utm_source=youtube&utm_medium=video&utm_campaign=cdoiq2026-intuit-credit-karma&utm_content=descriptionConnect with Veenit Shah on LinkedIn: https://www.linkedin.com/in/veenitshah/Connect with Puneet Singh on LinkedIn: https://www.linkedin.com/in/puneet-singh-5614b065/Intuit Credit Karma: https://www.creditkarma.com#DataFacesPodcast #CDOIQ #DataQuality #AIAgents