More Databases, Same Headcount? How AI-Driven RCA Helps DBAs Scale Database Coverage

As database environments expand, DBAs are facing increased burnout due to constant reactive firefighting and growing workloads. To scale coverage without increasing headcount, the article recommends adopting DevOps habits—such as treating database code like software and shifting SQL quality checks to earlier in the development cycle. Additionally, leveraging AI-driven anomaly detection and multiplatform observability allows DBAs to move from reactive troubleshooting to proactive, evidence-based management.