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vinemobile

Digital Transformation

Data & Analytics

Leaders ask simple questions and wait days for conflicting answers. We build the data foundations that fix this: connecting your source systems, agreeing shared definitions, cleaning and modeling the data and presenting it in dashboards designed for the decisions each audience makes. Access is governed, quality is monitored and the numbers stay consistent from one meeting to the next. People trust what they see, because everyone sees the same figures.

Data exists but insight does not

Finance, sales and operations each keep their own spreadsheets and definitions. Meetings begin with arguments over whose figures are right instead of what to do.

Analytics projects that skip the foundation produce attractive dashboards on unreliable data, which leaders learn to distrust within months.

What’s in scope

  • Data source inventory and quality assessment
  • Shared metric definitions and data dictionary
  • Data warehouse or lakehouse design and build
  • Pipelines that load and refresh data automatically
  • Dashboards and self-service reporting in Power BI
  • Role-based access and sensitive data controls
  • Data quality monitoring and alerting

Method

How the work runs

  1. 1

    Choose the questions

    We start with decisions leaders need to make and work backward to the data required.

  2. 2

    Connect and clean

    Sources are integrated and cleansed, with business rules written down and agreed.

  3. 3

    Model and visualize

    Governed models feed dashboards designed with the people who will rely on them.

  4. 4

    Govern and grow

    Quality checks, ownership and access rules keep trust high as more sources and users arrive.

Questions

Frequently asked questions

Anything else? Send us a message or ask our assistant.

Do we need a data warehouse?

Not always. For smaller scope a well-modeled reporting layer is enough. We recommend the lightest design that meets your needs.

Can you use artificial intelligence on our data?

Once the foundation is sound, yes. We assess use cases for value and risk, and keep sensitive data protected.

Which reporting tools do you use?

We work mainly with Power BI and cloud data platforms and adapt to the tools your teams already know.

Let’s build what’s next

Ready to start with Data & Analytics?

Talk to our experts and discover how vinemobile can help you achieve your business goals.

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