Every source. One lakehouse.
Medallion-architecture pipelines on Databricks that unify GA4, Medallia, and internal data at federal scale, raw lands in bronze, quality gates conform it, and gold arrives analytics-ready.
Land it, refine it, serve it.
One platform discipline from raw ingest to the dashboard an analyst opens at 8 a.m., every stage versioned, tested, and observable.
Ingestion & landing
Every source lands raw and immutable in bronze, GA4, Medallia, and internal systems on one schedule, nothing transformed before it's preserved.
High-volume transformation
Spark pipelines conform schemas, deduplicate, and apply quality gates on the way to silver, bad records quarantined, never silently dropped.
Serving & analytics
Gold marts curated for the questions the mission actually asks, feeding Tableau and Power BI on secured Databricks.
The morning dashboard is a nightly discipline.
Land everything raw
Bronze keeps the original, every load is replayable, auditable, and immune to upstream format drift.
Conform and validate
Schemas align to the enterprise standard and quality gates run on every batch, failures page an engineer, not an analyst.
Curate for the question
Gold tables are shaped around mission decisions, traffic, sentiment, identity, funnel, not around source-system quirks.
Serve before the day starts
Marts publish by 06:00 so 100K+ daily visitors' worth of analytics is fresh when the first analyst signs in.
Pipelines you stop thinking about.
The run log is boring on purpose: land, conform, gate, curate, publish, the same sequence every night, with quality gates that hold the line and alerting that reaches a human only when judgment is needed.
Tools we deliver with.
Built for the mission in front of you.
Software, data, AI, and cybersecurity built around the outcomes your team owns.
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