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Data Engineering · Practice Area

From Raw Data to Mission-Critical Intelligence.

Design and build scalable data pipelines, warehouses, and governance frameworks for analytics-ready data. Velocity Data Solutions brings proven expertise and a government-ready delivery approach to every engagement.

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The Challenge

Why This Matters

Agencies sit on vast amounts of data but lack the infrastructure to unify, clean, and activate it for analytics and AI.

1

Disparate data sources preventing a unified operational picture

2

Analytics teams blocked by data quality and access issues

3

No governance framework creating compliance and security risks

How We Work

Our Approach

1

Data Audit

Catalog existing data sources, assess quality, and identify critical data gaps.

2

Architecture Design

Design the data lake, warehouse, or lakehouse architecture to fit your workloads.

3

Pipeline Build

Build ELT/ETL pipelines for ingestion, transformation, and loading at scale.

4

Governance Framework

Implement data catalog, lineage tracking, and access controls.

5

Analytics Enablement

Connect BI tools and ML platforms to the unified data layer.

What We Offer

Our Capabilities

Service Capabilities

ETL/ELT Pipeline Development
Data Warehouse & Lake Design
Apache Spark Processing
dbt Transformation Layers
Data Quality Frameworks
Data Governance & Catalog
Real-Time Streaming Pipelines
BI Tool Integration

Technology Stack

DatabricksSnowflakeApache SparkdbtAWS GlueAzure Data FactoryPython
The VDS Difference

We design for scale and compliance from day one — your data infrastructure grows as your mission grows.

Ready to activate your data?

Let's scope your project and put together the right team. We respond within one business day.