Capability · Big Data
Decision-ready data, engineered for mission tempo.
Federal agencies do not need more dashboards. They need the data underneath the dashboards to be trusted, governed, and queryable in time to act on it. PRNX builds the platform layer that makes that possible — with security and lineage baked in from the first table forward.
Outcomes
What you should expect from us.
We frame every engagement around the agency outcome that justifies it. Below are the outcomes we are accountable for in this capability area.
- A documented, lineage-tracked data platform that an auditor or analyst can navigate without a tour guide.
- Ingestion pipelines that meet the cadence the mission actually runs on — batch, near-real-time, or streaming.
- Privacy and access controls that honor PII, CUI, and agency-specific sensitivity tags.
- Analytics layers that survive an analyst handoff and a leadership change.
- Cost models that are predictable and visible to the program office every month.
How we engage
A delivery model that respects your audit trail.
Data and decision audit
We start with the decisions that need to be made, then trace upstream to the data sources, owners, and policies that govern them.
Platform and governance architecture
Cloud or on-premise reference architecture, governance model, and access controls — designed against the agency's authorization boundary.
Pipelines and analytics
Pipelines, catalog, and analytics layer built incrementally. Each release is auditable and reversible.
Operations and tuning
Run-state operations, cost optimization, and continuous schema evolution — handled by the same team that built it.
Tools we operate fluently
The toolchain behind the work.
We are platform-pragmatic: we recommend what your environment, your authorization boundary, and your existing investments support.
Spotlight engagement
Modernization of a legacy grants data lake
A legacy grants data lake had grown to billions of rows with degrading performance and unclear lineage. PRNX re-architected the storage tier, introduced a governed semantic layer, and rewrote the most expensive analyst queries — cutting median latency by 40% while delivering full lineage to the bureau's compliance team.
Related capabilities
Most engagements span more than one discipline.
Ready when you are
Bring us in early. We deliver predictably.
Whether you have an active RFP, a recompete on the horizon, or a program in trouble, our capture team responds within one business day.