About DBXLABS

Engineering-Driven Database Modernization

DBXLABS is a women-owned database engineering firm specializing in complex enterprise migrations, modernization, and cloud-native data platform architecture.

We are not general IT consultants. We are database specialists.Our leadership network brings 25+ years of hands-on experience delivering large-scale migrations from legacy mainframes to commercial RDBMS platforms — and from commercial databases to modern open-source and managed cloud environments.We operate at the intersection of database architecture, performance engineering, and cloud transformation.

Our Technical Positioning

DBXLABS focuses on high-complexity, high-risk database transformations, including:

Legacy & Mainframe Modernization

• DB2, IMS, VSAM modernization

• Schema redesign and relational modeling

• Batch-to-real-time transformation strategies

• Data validation frameworks for mission-critical systems
  
  

Commercial to Open-Source Migrations

We specialize in high-complexity database transformations, delivering structured migrations from DB2, Oracle, and Microsoft SQL Server to performance-optimized PostgreSQL and MySQL platforms.

Including:

• Stored procedure conversion (PL/SQL → PL/pgSQL, T-SQL refactoring)

• Query optimization and indexing redesign

• Data type normalization

• Performance benchmarking

• Cutover orchestration and rollback planning
  

We don’t just “lift and shift.”
We re-architect for long-term performance, scalability, and cost efficiency.

Cloud-Native Database Engineering

We design and deploy managed database architectures across:

• Amazon Web Services (RDS, Aurora, Multi-AZ HA)

• Microsoft Azure (Azure SQL, Flexible Server)

• Google Cloud Platform (Cloud SQL, AlloyDB)

Our cloud capabilities include:

• High availability and replication design

• Partitioning and workload isolation

• Infrastructure-as-Code (Terraform, CI/CD integration)

• Observability and performance telemetry

• Cost optimization modeling

• Security architecture and access governance

Why DBXLABS

Senior-Level Execution

Every engagement is led by architects with decades of production experience. We do not staff projects with junior-only teams.

Engineering Rigor

We implement:

• Automated data reconciliation scripts

• Migration validation pipelines

• Benchmark-based performance testing

• Rollback-ready deployment strategies

• Controlled production cutovers

Vendor-Neutral Strategy

We help organizations reduce licensing exposure, eliminate vendor lock-in, and move toward open, future-ready architectures.

Our Network Model

DBXLABS operates through a curated network of senior database engineers, cloud architects, and analytics specialists. This allows us to:

• Scale quickly without sacrificing expertise

• Bring in domain-specific knowledge when required

• Deliver enterprise-grade execution with boutique-level agility
  

Our Mission

To modernize critical data platforms with engineering precision — enabling scalability, cost efficiency, cloud readiness, and analytics acceleration.

We believe database modernization should deliver:

• Measurable performance improvements

• Reduced operational risk

• Lower total cost of ownership

• Long-term architectural sustainability