Data, dashboards and reporting
A current view of the situation. Without assembling reports manually.
I combine data from existing sources into clear dashboards, scheduled summaries and alerts. The most important information is available when a decision or response is needed.
- One up-to-date view
- From metric to detail
- Alerts requiring action
Signs that reporting needs structure
The data is available, but the answer still has to be assembled manually.
The problem begins when seeing the current situation requires exports, combining files and asking several people.
A report is current only when it is prepared
After the file is sent, values change and recipients begin working with different versions of the data.
One answer requires several sources
Data has to be collected from systems, spreadsheets and messages, then structured manually.
A problem becomes visible too late
Without current metrics and alerts, delays or deviations only become visible in the next report.
Reporting before and after
The same data. Less assembling, more current information.
The goal is not another report for its own sake. Data is structured once, then made available as a current view, scheduled summary or alert.
- 01Export from several sources
- 02Combining files and columns
- 03Checking values manually
- 04Preparing another version
- 05A decision based on delayed data
Every question triggers the same manual information-preparation process.
- 01Data collected from sources
- 02Shared rules and definitions
- 03Current dashboard
- 04Report sent on schedule
- 05Alert when action is needed
The same structured dataset powers views, reports and notifications.
Ways to access information
One dataset. An output tailored to the moment and recipient.
The format depends on whether the situation needs continuous monitoring, a ready-made summary or a response to a specific change.
Dashboard for ongoing monitoring
It shows key metrics and lets users move from an overall result to the data behind it.
- Metrics
- Trends
- Details
A report ready on an agreed schedule
The summary is prepared according to shared rules and delivered to recipients without manually assembling another version.
- Excel / CSV
Alert when action is needed
A notification appears when an agreed condition is met, before the issue is noticed in the next report.
- Deadline
- Threshold
- Status change
Reporting in practice
The report prepares itself. Recipients receive ready-to-use information.
This example solution combines operational data from several sources, applies shared rules and prepares a scheduled summary without manually assembling another version.
- Problem
- Every week, files had to be exported, columns combined and the summary checked for completeness.
- Solution
- An automated process collects and structures the data, then generates a report according to the agreed schedule.
- Outcome
- Recipients receive a completed report, while missing or unusual values immediately trigger an alert.
What you receive
A ready way of working with data. Together with the principles needed to maintain it.
The result is not merely a view or file, but a structured solution with documented sources, rules and information-delivery methods.
Agreed metrics
Clear definitions of values, sources and calculation rules shared by all recipients.
Connected and validated data
Imports or integrations with checks for completeness, formats and key exceptions.
Ready output formats
A dashboard, report or alert configured for the agreed recipients and working rhythm.
Documentation and handover
Documentation of sources, schedules, rules and settings needed to maintain the solution safely.
After launch
The solution can evolve with the company’s needs.
Support scope agreed separately
-
01
LaunchTesting the data, schedule and recipients.
-
02
StabilisationReviewing the first cycles and handling exceptions.
-
03
Ongoing supportChanges to metrics, sources and reporting methods.
Frequently asked questions
The key points before working with data.
To begin, it is enough to identify which information is currently prepared manually and which decisions it supports. Sources and presentation can be agreed later.
Does the data need to be structured before we start?
No. The first step can be a review of sample files, fields and reports. This allows shared definitions to be agreed, gaps corrected and a secure way to supply the solution prepared.
Can we start with one report or source?
Yes. A good starting point is one report that requires substantial manual work or supports an important decision. Further sources, metrics and alerts can be added after validating the first scope.
How often can the data be updated?
Frequency depends on the source and how the information is used. Data can be refreshed continuously, hourly, daily or only before a scheduled report is prepared.
What happens when a data source changes?
The import or integration can be adapted to a new format, fields or access method. Ongoing support can also include monitoring these changes and updating the solution’s rules.
First step
Simply identify which information should be immediately available.
At first, the existing data sources, information recipients and decisions to be supported matter most. The dashboard or report scope can be agreed later.