Nanda Spekschoor
Services · Data analysis

Data analysis: from numbers to useful insights.

Organizations collect more and more data, but don't always know what to do with it. There are plenty of numbers and dashboards. Insight that leads to action is often missing.

I help organizations turn data into useful insights. Not with endless reports, but by finding out which questions really matter and which data answers them. Drawing on my experience as a business analyst, I bring structure to data needs: what do you want to measure, why, and what will you do with it? That way data becomes a tool for decision-making instead of a goal in itself.

The definition of data matters more than you think.

Words everyone uses don't mean the same thing to everyone. Take the word “employee”. For HR it means something different than for finance, because they look at it from a different context.

Count your employees in both departments and you get different numbers, and everyone is a little bit right. That's why I start by agreeing on what a term means, per context, and writing it down. That way teams stop talking past each other and you can trust the figures.

Does this sound familiar?

  • Are there plenty of dashboards and reports, but nobody knows what they mean?
  • Do departments give different answers to the same question because figures are counted differently?
  • Not sure what data you have, who is responsible for it and whether you can trust it?

Then I start with the question behind the numbers: what do you want to know and what will you do with it?

Where I can help

Analyzing data needs and KPIs

What do you want to measure, why, and what will you do with it? The question first, then the data.

Setting up clear dashboards and reports

Overviews that someone understands without explanation, and that you actually use.

Turning data insights into concrete actions

An insight is only useful when someone does something with it. I help take the step from figure to decision.

Guiding organizations toward data-driven work

With a team, a way of working and agreements about who is responsible for what.

Improving data quality and structure

So that everyone uses the same figures and can trust them.

Support with tooling and implementation

Help with tooling and implementation, with attention for the people who will work with it.

How I approach it

  • The question first

    Which decision needs to be made, and what do you need to know for it?

  • Then the definitions and the data

    What do we mean by a term, in which context and who owns it? After that: what data is there and how good is it? Where something is missing, such as a data policy, we create it.

  • From insight to use

    Dashboards and agreements that fit how people work, so it keeps working after delivery.

From practice

HAN, data governance

Data analysis

There was no data policy. I set up a new data governance department, with a team, a way of working and dashboards. The organization handled data responsibly.

View all my projects
I very much enjoyed working with Nanda. Thanks to her open attitude she quickly builds connections and involves the right people in the organization. She quickly masters the subject matter and delivers clear and useful results.
Gertjan Flinterman, IT Director at HAN
Read what others say about me

Not quite the right fit?

Let's get acquainted.

Briefly tell me what you're dealing with, and we'll see whether I can help.

  1. 1

    Listening

    Introduction

    A short, no-obligation conversation. I listen to what's going on and together we decide whether we're a good match.

  2. 2

    Designing

    Proposal

    You receive a clear tailored proposal with approach, planning and investment. No surprises afterwards.

  3. 3

    Making it land

    Start

    We start quickly, with short lines of communication and me as your fixed point of contact. I make sure it works in practice, not just on paper.

Book an introduction call

Or email contact@nandaspekschoor.com