Data Strategy Assessment

Score your organization's data maturity across four dimensions. This takes about 5 minutes and gives you a clear picture of where to focus.

1 Data Foundation

Your organization has a documented data strategy Business terms (revenue, customer, churn) have consistent definitions across teams Data quality is monitored with automated tests and alerts You have a data catalog that employees can search Data lineage is traceable from source to dashboard

2 Architecture

Your data platform separates raw, cleaned, and aggregated layers Transformation logic is version-controlled and tested Your semantic layer uses the vocabulary of the business, not the source system Dashboard metrics match across different tools and reports Your data models support natural language queries

3 AI Readiness

You have identified specific use cases for AI/LLM in your business Your data is structured well enough to serve as context for LLM applications You can measure the cost and accuracy of AI decisions vs. human decisions You have a framework for progressively delegating decisions to AI AI governance policies are documented and enforced

4 Team & Process

Data team capacity matches business demand for analytics Business stakeholders trust the data team's output New data requests can be fulfilled in days, not months Your team follows established patterns (medallion architecture, semantic modeling) Knowledge transfer happens through documentation, not just tribal knowledge

Want to discuss your results?

This assessment gives you a starting point. A conversation gives you a path forward. We'll review your results and recommend specific next steps, no sales pitch.

Schedule a Conversation

Data strategy, semantic architecture, and AI solutions for organizations that want their data to speak clearly.

Services

Data Strategy
Semantic Architecture
AI & LLM Solutions
Data Products
Data Monetization

Products

DIAL Framework
Eloquent

Research

Browse Reports
RSS Feed

Company

About
Insights
Assessment
Contact
Privacy
Terms