Rooted in Reliability Podcast - Data Quality Issues

In episode 204 of the Rooted in Reliability podcast, I joined Sarah Lukens to discuss the critical challenges of data quality in Key Performance Indicators (KPIs) and how poor data can impact asset reliability and decision-making. We explored the foundations of defining and setting effective KPIs, common pitfalls that lead to inaccurate or misleading data, and the importance of structured data governance. I shared insights on leveraging AI and machine learning to improve data integrity, automate data cleansing, and drive more accurate maintenance and operational strategies. Our discussion provided practical strategies for organizations to enhance data quality, ensuring more reliable asset performance and data-driven decision-making.

Listen to the full episode here: https://accendoreliability.com/podcast/the-reliability-fm-network/204-data-quality-issues-manjish-naik-sarah-lukens/