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ARKMAPIX

Data and analytics

So the same metric means the same thing in every part of the business.

We sit down with the business to define what counts and what does not in each metric, model the data against that definition, and publish dashboards on a single layer. Every figure traces back to its origin, so the meeting stops being about where the number came from.

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What it includes

  • Metric definitions agreed with the business
  • Data modeling and a single semantic layer
  • Executive and operational dashboards built to decide on
  • Governed self-service, with defined permissions
  • Traceability of every figure back to its source system
  • Data quality measured, with alerts when it degrades

How we deliver it

  1. 01

    One definition per metric

    Revenue means the same thing in finance and in sales.

  2. 02

    Traceable lineage

    Any figure on the dashboard follows back to its source table.

  3. 03

    Decision, not decoration

    Each dashboard is designed against the decision it has to support.

  4. 04

    Governed autonomy

    The business builds its own views inside defined permissions.

What we do not do

We do not replace business judgment. We define the metric with you; if there is no agreement on what counts, a dashboard will not settle it.

Let's talk about scope

Tell us what you have today and by when. We come back with a proposal covering stages, deliverables, and cost.

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