36 - Rebuilding the Foundation: Why Legacy Systems Hold Companies Back

In this episode featuring Mason Lancaster, Senior Data Engineer at CHG Healthcare, discover the critical insights behind a successful data infrastructure overhaul. Learn how strategic planning, stakeholder alignment, and tech modernization can revolutionize a company's data capabilities, even amidst long-term disruptions. Key Topics: The unseen foundation: Why data infrastructure is crucial for great digital products Challenges of legacy systems: Why outdated tech slows business growth The importance of modern tools: Snowflake, 5Tran, and dbt for data transformation Data migration strategies: From planning to execution, including managing tool backtracking Stakeholder communication: Balancing short-term bottlenecks with long-term gains The impact of infrastructure upgrades: Metrics on productivity, stakeholder satisfaction, and data quality Building trust during big projects: How effective product teams can keep everyone aligned Early warning signs of outdated systems: Identifying when a migration is needed Common underestimations in the migration process: Testing, exploring tools, and planning Practical steps for initial modernization: Ensuring leadership buy-in and incremental exploration 💬 Mason says “If there are things that would benefit the business that you’re not able to do today, there’s probably a deeper issue with the system.” 0:00 Intro 00:35 Meet Mason Lancaster, Senior Data Engineer at CHG Healthcare 00:58 What CHG Healthcare Does and How Healthcare Staffing Works 01:57 What a Data Engineer Actually Does 03:34 Why Legacy Systems Slow Companies Down 05:18 What Data Migration Actually Means 06:17 Why CHG Healthcare Paused Development for a Major Data Migration 07:51 The Warning Signs Your Legacy Tech Stack Isn’t Scaling 08:57 How to Keep Stakeholders Aligned During a Data Migration 10:40 How Teams Choose the Right Modern Data Stack 12:58 Balancing Technical Debt with Product Growth 15:39 The Business Impact of Modernizing Legacy Systems 16:42 Lessons Learned from a Large-Scale Data Migration 19:54 What Progress Looks Like When You Stop Shipping Features 21:22 Lessons Enterprise Teams Can Learn from Legacy System Modernization 23:19 Small Steps Teams Can Take Before a Full Data Migration 24:16 How to Tell If Your Company Has a Strong Data Foundation 26:00 Quickfire Round on AI, Product Building, and Career Advice 27:28 A Byte-Sized Treat: This Episodes Majesytk Byte! ——— Resources Mentioned:   / masonrlancaster     / chg   https://chghealthcare.com/ ——— This episode is brought to you by Majestyk Apps We imagine, design and build digital products. With clients like Chevrolet, Audiomack, IBM, Barefoot and more, you can be sure you are in good hands. Reach out to us at MajestykApps.com Please leave a 5-star review If you enjoyed today’s show, please leave a 5-star review. For more information and links to all of the resources mentioned in today’s episode, visit ProductBuildersPodcast.com ——— FOLLOW US: ►Newsletter: https://www.majestykapps.com/newsletter ►Instagram:   / majestykapps   ►LinkedIn:   / majestyk-apps   ►Facebook:   / majestykapp   ►Twitter:   / majestykapps