Services - Data & integrations
Dashboards & reports
Want a dashboard built on live numbers instead of copy-paste work? We build dashboards and reports on one reliable data layer - so you steer on what is happening now.
Open about our stack
PostgreSQL Python Vue.js REST & GraphQL Azure
Sound familiar? The monthly report takes days, every time. Numbers come from the ERP, the CRM and a handful of spreadsheets, someone cuts and pastes it all together, and by the time the overview is ready it is already out of date. Every department presents its own version of the same figure - and the meeting is about whose number is right, not about what to do with it.
That is rarely a reporting question; it is a data question. Within our data & integrations work we therefore fix the underlying data flows first. After that, the dashboard itself is the easy part: simple at the front, complexity solved behind the scenes.
- Real-time dashboards on one central data layer
- Management reports that compile themselves
- KPI monitoring with thresholds and automatic alerts
- Integrations with your source systems: ERP, CRM, MES and Excel
- Role-based access, from boardroom to shop floor
Dashboards that show the real work
For the factories on the Manufacturing in your pocket platform we built real-time dashboards showing production performance (OEE and TEEP) at three levels: factory, line and station. When a value drops below a threshold, an alert goes out immediately - adjusting happens while it still matters, not in the review afterwards. For Metics we replaced dozens of Excel sheets with a single planning platform: balance sheet, forecasts and scenarios in one place, traceable and without manual formulas.
The foundation is always the same: one data layer where your sources come together. We connect systems through API integrations; historical data from legacy systems or spreadsheets comes in through a data migration. Calculations and definitions live in that data layer - one version of the truth - so every figure can be traced back to its source and a report never again depends on who maintains the spreadsheet.
And sometimes the honest conclusion is that a standard BI tool on top of that data layer is enough. Fine by us: the goal is that you can steer, not that we ship custom software. We build custom where it makes the difference - when the dashboard is part of the daily work process, when business logic lives in the numbers, or when users need to do more than look.
How we automate your management reporting
first
Decide what you steer on
Which decisions should the dashboard support, and for whom? Five KPIs you act on beat fifty nobody looks at.
next
Unlock the sources
We connect your systems, align definitions and build the data layer. Polluted or duplicate data surfaces here - and gets fixed before anything reaches a screen.
then
First dashboard live
We start small, with real users and real numbers. What they do with it determines what gets added next.
ongoing
Extend and monitor
New sources and KPIs are added in small steps. Meanwhile we monitor the data flows, so you can trust that the numbers are right.
In practice
Data & integrationsSoli Infratechnik GmbH
One digital workflow for hundreds of field engineers and subcontractors across Germany - developed continuously for ten years, from first version to business-critical platform.
Data & integrationsVan Amerongen
Office and field engineers work in one digital workflow: placed materials and stock are visible in real time per branch, and invoices flow automatically from the work done outside.
The Manufacturing in your pocket platform now serves two global brands - JDE and Coty. And after five years of working together, Metics no longer steers on dozens of spreadsheets but on one reliable planning platform.
Frequently asked questions
What you want to know before you start.
What does it cost to have a dashboard built?
That depends on the number of sources and on how much work the underlying data needs. We work scope-first: together we determine what you want to see and where the data lives, and then you get a concrete estimate. We build in small, budget-controlled steps, so you can adjust or stop after each one. The integration scan has a fixed one-week timeline and gives you a clear view of the scope up front.
Isn’t Power BI or Looker enough?
Sometimes it is. If your data is already clean and in one place and you mainly need standard reporting, a BI tool is often the shortest route - and we will simply tell you so. Custom work pays off when your sources are scattered, business logic lives in the numbers, or the dashboard is part of the daily work process, such as real-time steering on the shop floor.
What if our data is scattered or polluted?
Then you are in good company: in almost every project, that is the real work. We unlock the sources, align definitions and build a data layer in which every figure is traceable to its origin. Pollution that surfaces gets fixed in a structured way - sometimes a data migration is the first step. What we deliberately do not do is build a dashboard on polluted data: then you steer in the wrong direction with full confidence.
How real-time is “real-time”?
As real-time as your sources and your decisions require. Steering a production line means refreshing by the minute; for a management report, daily is often enough. We set the refresh rate per KPI - refreshing more often than needed makes a dashboard more expensive, not better.
Who maintains the dashboard after delivery?
We agree on that up front. Usually we keep monitoring the data layer and the integrations - with logging and alerts when a source falters - while you manage reports and users yourself. The team that builds is the team that maintains, so you never have to explain the system to a service desk that has never seen it. Further development happens in the same small steps as the build.
Rather get straight to it? Jasper Kums, partner at eenvoud, is happy to think along about the numbers you want to steer on - no strings attached. Or start with an integration scan: a clear view of your data flows in one week.