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For data and finance leaders

Figures you can trust and trace to their source

Improving data quality and governance means giving each important dataset an owner, an agreed definition and checks that run every time it loads, with lineage that shows where each figure came from. We start with the numbers people argue about most.

Free first conversation · A person replies within one business day · You own the code and accounts

01 Sound familiar

Sound familiar?

  • Finance and sales report different revenue totals for the same month, and each team can explain why its own number is right.

  • A dashboard was wrong for weeks before anyone noticed, and nobody could say which load or which source had broken it.

  • When someone asks who owns the customer table, the answer is a shrug and the name of a person who left last year.

Mark where you are

Mark where your data governance stands

For each area, choose the stage that best matches how things work today. You will see the next practical step for that area, not a maturity score.

Mark the stage closest to how this works today.

Ownership

Next step

Definitions

Next step

Quality checks

Next step

Lineage

Next step

Talk this through with us →

02 A typical situation

What this usually looks like

Say a finance director has just sat through a board meeting where two reports gave different revenue figures, and the data is spread across the ERP, the CRM and a warehouse that grew without owners.

We would start with the few metrics that reach the board: agree their definitions with finance, trace their lineage and add checks that stop a bad load and alert an owner. Wider governance would follow only where it earns its keep.

03 Start

Settle the figure nobody agrees on

Book a call with an engineer. We will ask where the figure comes from and who relies on it, and suggest the first owners and checks to put in place.

What happens next

  1. You pick a time, or send us a message.
  2. A person at Nexstella reads what you shared before we talk.
  3. You leave with a clear next step, even when that step is to wait.

Or write to [email protected]. Send a brief instead

Meet

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30 minutes, video call with an engineer · Times show in your time zone

What happens next

  1. You pick a time, or send us a message.
  2. A person at Nexstella reads what you shared before we talk.
  3. You leave with a clear next step, even when that step is to wait.

Contact

Send us a message

Pick the topic that fits and tell us what you are working on. A person replies within one business day.

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Want the full picture? Read Data engineering and modern data platforms.

Also written for you: Modern data platform , Management reporting .

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