Data demos

Five inspectable use cases. One unified dashboard.

Each card opens the data engineering operations dashboard at the surface that matters: pipeline reliability, data quality, cost and performance, lineage and impact, or executive analytics. Click through the sub-tabs to inspect how the foundation operates.

Open pipeline dashboard Review demo surfaces

Pipeline status board

Freshness, volume, and quality before dashboards are trusted.

Source	Status	Freshness	Volume
Shopify orders	Healthy	4 min	128K rows
Stripe payments	Healthy	6 min	74K events
Product events	Warning	18 min	2.4M rows
dbt marts	Healthy	11 min	42 models
Executive BI	Healthy	7 min	18 views

Mini demo board: status, freshness, volume, and exception state in one operating view.

Approved demo surfaces

Five inspectable data engineering demos.

Data demo

Pipeline reliability

Run-graph DAG, health-index gauge, freshness and rule-pass trend, incident timeline. Where data engineering proves the foundation is operating.

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Data demo

Data quality lab

Rule pass score, exception inbox, reconciliation board, dbt test results. Where trust signals get verified before metrics ship.

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Data demo

Cost and performance

Top slow queries with cost per query, spend overview, optimization opportunities. Where finance and data engineering meet.

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Data demo

Data lineage and impact

Source-to-serving lineage graph, change-impact blast radius cascade, ownership map. Where schema changes get reviewed before they break dashboards.

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Data demo

Executive analytics

MRR bridge waterfall, cohort retention heatmap, board-pack tiles with trust signals. Where the board reads numbers and trusts them.

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Demo standard

Each surface shows operating evidence, not a decorative mockup.

Source systems, contracts, freshness, and ownership are visible

Lineage, dependencies, retries, and downstream impact are inspectable

Dashboard numbers carry source-backed definitions and caveats

Run state, release readiness, and UAT timing are explicit

The next step is a scoped data pilot, not a generic sales funnel

All demo data is simulated and privacy-safe

Supporting app and web work stays secondary to the data system

All data shown in any demo is simulated. No real bookings, payments, or submissions are processed.