Enterprise Database Optimization & Scaling
Enterprise Database Optimization & Scaling
A financial services firm processing 2M+ daily transactions across 12 SQL Server instances was hitting performance walls during market hours. Their most critical trading application had degraded from sub-second response times to 4–8 second queries, and their internal IT team couldn't pinpoint the root cause.
A financial services firm processing 2M+ daily transactions across 12 SQL Server instances was hitting performance walls during market hours. Their most critical trading application had degraded from sub-second response times to 4–8 second queries, and their internal IT team couldn't pinpoint the root cause.
Industry
Mid-Market Financial Services Firm
Industry
Mid-Market Financial Services Firm
Contact
Contact
Date
June 1, 2025
Date
June 1, 2025
Website
Website
Project overview and insights
Project overview and insights
Challenge: 12 SQL Server instances with no baseline performance metrics. The trading application's slowdown was costing an estimated $15K/day in delayed trade executions. A big-4 consulting firm had quoted $400K for a 6-month optimization engagement. Solution: I started with a full sp_Blitz assessment across all 12 instances, identified 47 performance issues in the first 48 hours — including a missing index on the primary trading table that accounted for 60% of the slowdown. Implemented a phased tuning plan: critical fixes in week 1, optimization passes in weeks 2–4, then ongoing monthly tuning sessions and quarterly capacity reviews.
Challenge: 12 SQL Server instances with no baseline performance metrics. The trading application's slowdown was costing an estimated $15K/day in delayed trade executions. A big-4 consulting firm had quoted $400K for a 6-month optimization engagement. Solution: I started with a full sp_Blitz assessment across all 12 instances, identified 47 performance issues in the first 48 hours — including a missing index on the primary trading table that accounted for 60% of the slowdown. Implemented a phased tuning plan: critical fixes in week 1, optimization passes in weeks 2–4, then ongoing monthly tuning sessions and quarterly capacity reviews.
Proven Results Across Industries
Proven Results Across Industries
60% improvement in query execution times. 25% reduction in Azure infrastructure costs through right-sizing. Disaster recovery procedures tested and documented. Change management process eliminated deployment-related incidents. Quarterly capacity planning prevents bottlenecks before they hit.
60% improvement in query execution times. 25% reduction in Azure infrastructure costs through right-sizing. Disaster recovery procedures tested and documented. Change management process eliminated deployment-related incidents. Quarterly capacity planning prevents bottlenecks before they hit.
milestone
Measurable Impact, Every Engagement
Measurable Impact, Every Engagement
60% faster queries | 25% cost reduction | DR procedures documented | Quarterly capacity planning
60% faster queries | 25% cost reduction | DR procedures documented | Quarterly capacity planning
Key Achievement
Key Achievement
Improved database performance by 60% while reducing infrastructure costs by 25%
Improved database performance by 60% while reducing infrastructure costs by 25%
Client Impact
Client Impact
"El found the root cause of our trading app slowdown in 48 hours — something our team had been chasing for months. The ongoing monthly tuning keeps us ahead of performance issues instead of reacting to them." — CTO, Mid-Market Financial Services Firm
"El found the root cause of our trading app slowdown in 48 hours — something our team had been chasing for months. The ongoing monthly tuning keeps us ahead of performance issues instead of reacting to them." — CTO, Mid-Market Financial Services Firm
El found the root cause of our trading app slowdown in 48 hours — something our team had been chasing for months. The ongoing monthly tuning keeps us ahead of performance issues instead of reacting to them.
CTO
Mid-Market Financial Services Firm
Contact us
Never Wake Up to Database Fires Again
Email Address
Phone:
Office:
850 Dogwood Rd. Suite B200 # 2416 Lawrenceville GA 30044
Contact us
Never Wake Up to Database Fires Again
Email Address
Phone:
Office:
850 Dogwood Rd. Suite B200 # 2416 Lawrenceville GA 30044
Contact us
Never Wake Up to Database Fires Again
Email Address
Phone:
Office:
850 Dogwood Rd. Suite B200 # 2416 Lawrenceville GA 30044