TwiceData

Stack Diagnostic

A 4–6 week audit of your warehouse, orchestration, BI, and activation layers to isolate cost leaks, model sprawl, and metric drift. Ends with a 30-day remediation plan your team can execute without us.

What's included
  • Lineage + model-complexity scorecard
  • Warehouse + cloud spend-to-value map
  • Metric-drift inventory across BI surfaces
  • Model consolidation candidate list
  • 30-day remediation plan with prioritized actions
  • Executive-readable risk register

Timeline.

Week 1

Read stack

Walk warehouse, orchestrator, BI surfaces, and lineage. Day-1 kickoff with the VP of Data and platform owners.

Week 2

Inventory

Model inventory, ownership map, and metric definitions reconciled across every active BI surface.

Week 3

Score + map

Complexity scorecard, warehouse spend-to-value map, and attribution of cost and freshness leaks.

Week 4

Plan + risk

30-day remediation plan, executive-readable risk register, and a handoff doc your team owns from day one.

Is this engagement right for you?

When to engage

You'll get the most leverage if…

  • Six or more teams are shipping their own dbt forks of the same subject areas.
  • Metric definitions are disputed at the board or executive review level.
  • Warehouse spend is trending up more than 50% year over year.
  • BI dashboards freeze, time out, or disagree at quarter close.
When NOT to engage

Skip this one if…

  • You're pre-warehouse and don't yet have dbt models in production.
  • You're a single-team shop already running one shared semantic layer.
  • You need a pure migration project — the Model Efficiency Upgrade is a better fit.

Pricing.

4-week engagement $4,400fixed Standard scope. Single VP-Data stakeholder, one warehouse, one BI surface in focus.
6-week deep engagement $8,500fixed Multi-stakeholder and multi-warehouse. Includes cross-BI metric reconciliation across Looker, Tableau, and dashboards in flight.

Includes 30-day post-delivery office hours.

Want a stack diagnostic in your next quarter?

Scope a 30-minute call to map the engagement and confirm fit.