Ingest is the telemetry onramp: production-grade analytics onboarding from GA4 and Medallia to Databricks with quality gates built in, feeding analytics for 100,000+ daily users on day one.

Results that matter

What Ingest delivers.

Telemetry flowing from day one, not quarter three

Quality gates that catch bad data before it spreads

Proven at federal public-site scale

What's inside

Key components & deliverables.

Source connector kit for GA4, Medallia, and operational systems

Data quality gates and validation rules

Streaming and batch ingestion templates

Monitoring dashboards for pipeline health

Capability: AI & Data Intelligence
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Put Ingest to work on your mission.

We'll scope a focused pilot around the outcome you care about, backed by proof from real federal deployments.

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