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Data documentation and certification

Certified once, two uses: documented, defined and approved data serves both your business teams’ autonomy and your AI projects

In brief

Indicative duration
4 to 10 weeks per domain
Format
Fixed price
Method step
Step 2, Certify

Who it is for

  • Companies whose KPIs have several definitions
  • Teams preparing self-service BI or conversational BI
  • Data teams answering the same questions over and over

The problem we solve

Everyone calculates revenue their own way, tables are described nowhere, and AI has no idea what a column means

How we work

  1. Data catalogue and data dictionary on the priority domains
  2. KPI catalogue: definition, calculation rule, source and owner, approved by the data owners
  3. Semantic models and certified datasets in your BI tool, Power BI, Qlik, Tableau or another
  4. A certification cycle and trust indicators visible to users

What you get

  • A data catalogue and a data dictionary
  • An approved KPI catalogue
  • Documented semantic models
  • Certified datasets, flagged with a badge
  • A certification and update process

Tools

Microsoft Purview, Collibra, DataGalaxy, Power BI, Qlik, Tableau, SAP Analytics Cloud

Frequently asked questions

What is a semantic model?

The layer that turns your technical tables into business concepts: customers, orders, margin. It holds the definitions and calculation rules, once, for every report

Why does documentation matter for AI?

An AI that answers in natural language relies on the descriptions and definitions of your data. Without them, its answers change from one question to the next

Let’s talk about your data

30 minutes to review your context and identify the first useful project

Governed self-service BI and reporting structure

Autonomous business teams on Power BI, Qlik, Tableau or your BI tool, without losing trust in the figures

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AI, automation and conversational BI

Use cases chosen for their value, that hold up in production

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