Layer 02 · Operate

Steer on numbers, not on gut feeling.

If three departments report three different revenue figures, you do not have a reporting problem, you have a foundation problem. We fix the foundation.

Typical build
4–8 weeks
Sources
Your existing systems
Output
Live dashboards + data layer

What you get

  • One version of truth: definitions agreed once, applied everywhere, argued never again.
  • Automated refresh: dashboards that update themselves; nobody exports to Excel on Friday.
  • Hours, not days: monthly reporting becomes a review, not a production.
  • AI-ready data: the same foundation feeds the agents and automation of the intelligence layer.

Reporting pain is usually definition pain. Margin means something different in sales and in finance, and the spreadsheets diverge from there. We start by pinning definitions down with the people who own them.

Then we wire the systems you already have into one data layer and put dashboards on top that answer the questions your team actually asks. No data lake projects, no two-year horizons.

How it runs

Definitions first, pipes second.

01

Define

The metrics that matter, defined once with the owners in the room.

02

Connect

Your systems wired into one automated data layer. No retyping, no exports.

03

Serve

Dashboards per audience: board, operations, team. Each sees what they steer on.

Data and reporting projects qualify for digitalization support in all three regions. Checked in your intake.

Check your eligibility

Which number do you not trust?

Name it in the intro call. Tracing why it is unreliable usually reveals the whole foundation.