# Why We Built DRM: Stopping Production Incidents Caused by Manual Database Deployments *By Alexey Levin & Eli Shohat, co-founders of D-Band* ---
ONLY AVAILABLE IN PAID PLANS
Brief summary
What this story is about
ONLY AVAILABLE IN PAID PLANS
Why it matters
Reader takeaways
- Review impact on database architecture, AI workloads, vector search, autonomy, and multicloud deployment patterns.
- DBA teams should verify compatibility, licensing, and operational notes in the original source.
- Use tags to connect this brief with Exadata, Autonomous Database, AI Database, and SQL coverage.
SEO context
Topic and keyword map
This brief is filed under Oracle Database, AI Database, Autonomous Database and Exadata.
Oracle Database newsOracle AI DatabaseAutonomous DatabaseExadataDatabase@AWSDatabase@Google Cloud