Metrics that closed the debate.
Every engagement below is measured by what changed in production — query latency, system availability, migration fidelity — not by slide decks delivered.
94% query time reduction
Zero data loss migration
99.97% uptime restored
SQL Server → PostgreSQL, insurance carrier
Oracle OLTP, US lending platform
Production support, real estate SaaS
US Lending Platform: Oracle OLTP at Scale
A mid-market US lender was processing loan originations on an Oracle 19c instance configured for a workload three years out of date. Peak-hour query latency was blocking underwriters.
Workload analysis, index restructure, and execution-plan stabilization delivered a 94% reduction in average query time within six weeks. No application code changes required.
Insurance Carrier: SQL Server to PostgreSQL
A regional insurance carrier needed to exit a legacy SQL Server licensing agreement without disrupting claims processing — a 14 TB production database with no tolerance for data loss.
Schema audit, parallel-run validation, and a staged cutover delivered zero data loss and a 38% reduction in annual infrastructure spend. Claims processing stayed uninterrupted.
Real Estate SaaS: Production Stability at 99.97%
A property-management SaaS serving 400+ brokerages was experiencing recurring off-hours PostgreSQL failures. Each incident cost roughly four hours of manual recovery.
Root-cause isolation, connection-pool tuning, and an automated failover runbook eliminated unplanned outages entirely. The team stopped waking up at 2 AM.
Mortgage Lender: Automated Reporting Pipeline
A Canadian mortgage lender ran 11 manual reporting processes each month, consuming 60+ analyst hours. Data errors in the final board pack were a recurring compliance risk.
End-to-end automation across SQL Server and Power BI reduced monthly reporting effort by 82% and eliminated manual-entry errors from the compliance workflow entirely.
The same pattern, every engagement.
Sukhendu found the root cause in 48 hours. Our previous consultants had been chasing it for three months. The Oracle instance has been stable since the fix.
The migration completed on schedule with full data integrity. The handoff documentation was thorough enough that our internal DBA could own it immediately — no dependency left behind.
Reporting that used to take our team a full week now runs overnight. The compliance risk we were carrying is gone. Measurable ROI inside the first quarter of engagement.
Director of Operations, Canadian Mortgage Lender
VP of Technology, US Lending Firm
CTO, Regional Insurance Carrier
Your infrastructure problem has a documented solution.
If you're in finance, insurance, real estate, or lending and a database or automation problem is costing you time or money, bring it. We diagnose fast and fix with precision.