How well does your current stack support the eleven categories of data work?

Three quick questions per category, rated 1–5 stars. Categories inspired by the DAMA-DMBOK framework, with Storage and Operations split out so you can rate each independently. Your spider chart updates as you answer, side-by-side with a typical Datavault Builder customer. No email required to see your results.

Rate your stack across the eleven categories

Each question is about how well your current tools support you in a specific capability. A low score is a gap; a high score means you're already covered. The reference line shows where a typical Datavault Builder customer lands.

Step 1 of 11
Data Modeling & Design

A business data model that both engineers and business stakeholders can read and validate.

Which tools do you currently use for this area? 0 selected
Data Integration & Interoperability

Integration code generated from a model, idempotent loads, portable across DWH platforms.

Which tools do you currently use for this area? 0 selected
Data Warehousing & BI

Cleansed, integrated, historised data — the same foundation for BI and AI.

Which tools do you currently use for this area? 0 selected
Data Operations

Reliable scheduling, orchestration and releases — without bespoke wrapper scripts holding everything together.

Which tools do you currently use for this area? 0 selected
Data Governance

Definitions, owners and policies must travel with the data, not in a separate workstream.

Which tools do you currently use for this area? 0 selected
Data Architecture

A reference architecture and patterns that survive new sources, platforms and compliance demands.

Which tools do you currently use for this area? 0 selected
Metadata Management

Metadata captured once, propagated everywhere — code, lineage, docs, audit.

Which tools do you currently use for this area? 0 selected
Data Security

Third-party certifications, SSO integration, residency & sovereignty support.

Which tools do you currently use for this area? 0 selected
Data Quality

Raw record preserved, rules applied downstream, failures routed to stewards.

Which tools do you currently use for this area? 0 selected
Master & Reference Data

Integrated view across sources, continuous reconciliation, versioned reference sets.

Which tools do you currently use for this area? 0 selected
Data Storage

The database platform that holds the warehouse — chosen for fit, not duplicated by your tooling.

Which tools do you currently use for this area? 0 selected

The reference line shows a typical stack built on Datavault Builder. Areas where you score below the reference are areas we can help with.

0 distinct tools across all eleven categories — vs. ~2.3 for a typical Datavault Builder customer (DVB itself + the underlying database, plus occasionally one specialist tool like a metadata catalogue).

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