Reporting Lab

From messy reporting to clear decisions

I help teams turn scattered data into structured, reliable reporting systems that support real decisions.

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KPI alignmentDashboard clarityReporting automation

Reporting transformation

From scattered reports to a usable system

Structured

Messy reports

Weekly Excel export
Different KPI logic
Manual dashboard updates
Define structure, align KPIs, remove manual work

Structured dashboard

Revenue
Margin
Delivery

Reporting flow

Source data
KPI logic
Decision view

Automated reporting

A reporting setup teams can trust, use, and build decisions around.

Problems

Common reporting challenges

Reports take too long

Manual reporting consumes valuable time.

Different KPI definitions

Teams measure the same metric differently.

Too many dashboards

There is visibility, but not enough clarity.

Managers do not trust the numbers

Confidence drops when reporting logic is unclear.

Manual reporting errors

Repeated copy-paste work creates avoidable mistakes.

Dashboards exist, but Excel remains the fallback

Decisions still happen outside the reporting setup.

What I help with

Structured support for reporting systems

01

KPI & Reporting Structure

Create a clear reporting structure that aligns teams and supports consistent decision-making.

02

Dashboard Clarity & Redesign

Improve dashboards so teams understand performance immediately.

03

Reporting Automation

Replace manual reporting with automated workflows that save time and reduce errors.

04

Data Setup & Review

Review your current reporting and data setup, identify bottlenecks, and provide a clear action plan.

How I work

A lab-style process for simplifying reporting

  1. 1

    Understand your reporting setup

  2. 2

    Identify bottlenecks

  3. 3

    Design a simple structure

  4. 4

    Build and automate

  5. 5

    Support adoption across teams

Use cases

Examples of work

Case 01Result driven

Manual reporting automation

Problem
Weekly reports were created manually in Excel.
Solution
Implemented automated reporting workflows and standardized data structure.
Result
Reporting time reduced from hours to minutes.
Case 02Result driven

KPI alignment across teams

Problem
Departments used different definitions for the same metric.
Solution
Unified KPI structure and reporting logic.
Result
Faster alignment and fewer data disputes.
Case 03Result driven

From dashboards to decisions

Problem
Leadership had dashboards but still relied on Excel.
Solution
Redesigned dashboards around real operational questions.
Result
Clear next steps and less spreadsheet work.

Outcomes

What you get

A reporting setup that is easier to trust, easier to maintain, and easier to use in day-to-day decisions.

  • Clear and consistent KPIs
  • Faster decision-making
  • Less manual reporting
  • Better visibility into performance
  • Reporting your team actually uses

Why work with me

Practical reporting design with technical depth

I focus on practical solutions that teams actually use.

Not more dashboards — but better decisions.

My background combines business understanding and technical implementation.

Based in Denmark.

Contact

Start a conversation

Tell me a bit about your current reporting setup, the challenge you want to solve, or the kind of support you are looking for.

Typical focus areas

  • Reporting structure and KPI logic
  • Dashboard redesign for decision support
  • Automation of manual reporting flows