We’ve come a long way in enterprise tech – cloud platforms, AI, automation, and low-code apps. Yet, ask any developer, analyst, or IT support team what still eats up time and energy every week, and you’ll likely hear a familiar answer:
“Waiting on the database.”
Database access and management – especially in large Oracle environments – is still a manual, time-consuming, and expertise-heavy process. Whether it’s for troubleshooting, reporting, change management, or even basic queries, the dependency chain is long.
And the pace of business? It doesn’t wait.

By Prabir Kundu
AVP, Pre Sales and Cloud Platform Management Services Path
The Old Model Doesn’t Scale Anymore
Let’s break it down:- A business user needs insight.
- The request goes to a developer.
- The developer writes a SQL query, checks performance, requests DBA access.
- The DBA validates, tunes, and runs diagnostics.
- Everyone waits.
But Why Hasn’t This Changed?
Because traditional database tools weren’t built for:- Speed
- Simplicity
- Or shared understanding between teams
- Knowledge of database structure and syntax
- Access rights only a few possess
- Time and attention from your most overworked people
And Here’s What That Costs You
- Slower incident resolution
- Delays in deployment cycles
- Increased reliance on SMEs for repeatable tasks
- Lost time chasing down the same insights again and again
- Frustration across IT, Dev, and Ops teams
What’s Next
In Part 2 of this series, I’ll share what happens when your teams no longer need to write queries, chase logs, or rely solely on SMEs to get answers from your Oracle Database.
We’ll explore how SmartDB brings together natural language, AI, and deep Oracle integration, enabling developers, DBAs, and even business users to interact with your database like never before.
Imagine being able to just ask:
- “Why is the system running slow today?”
- “Which DDL changes happened in the last 24 hours?”
- “What’s the storage growth trend on this schema?”
And getting a real answer. Instantly. No scripts. No silos. No delays.
If your database could talk, what would you ask first?
Stay tuned, Part 2 might change how you think about database management altogether.