Internal Dashboard Development
The spreadsheet someone updates every Monday is out of date by Tuesday. An internal dashboard replaces it with one live view of the numbers your team runs on, fed by a data pipeline that pulls from every system and keeps the figures current. Globaprom builds both at a fixed price, delivered as code you own.
What an internal dashboard really is
A dashboard shows the key performance indicators (KPIs) that tell you how the business is doing: sales this week, orders in progress, open tickets, cash in the bank. The screen is the easy part. The hard part is the pipeline underneath, the code that gathers those numbers from every source, cleans them and keeps them fresh.
Without it, a dashboard is a spreadsheet someone rebuilds by hand. Stale the moment it's shared, wrong the moment a source changes.
A real internal dashboard reads straight from your systems, so the figure on the screen is the figure in the source. See what a dashboard build costs.
Why internal IT teams end up owning this
The monthly report for the CFO. The operations view the team watches all day. The number a director wants right now. These land on IT because they cross systems no single tool owns: the CRM, the billing platform, the warehouse system and a spreadsheet or two.
Someone has to stitch that together, usually by hand, usually whoever knows the systems best. A custom dashboard moves the stitching into code that runs on a schedule. That person stops being the pipeline.
The data pipeline is the real deliverable
Behind every dashboard we build an ETL (extract, transform, load) pipeline. It pulls records from each source through its API or database. It standardises them, so a date written three ways becomes one and a customer listed twice becomes one record. Then it loads a clean table the dashboard reads.
Run it on a schedule and yesterday's numbers are ready every morning, with nobody touching a spreadsheet. The connectors are the same ones behind our API integration services.
A typical build
Management wants total sales by product across a webshop, a phone desk and two marketplaces, each with its own export. Today someone merges four spreadsheets by hand. The number is a day old and now and then wrong.
We build a nightly pipeline that pulls all four, unifies product codes and currencies, and feeds one dashboard. Management opens a live view instead of waiting for a report, and the manual merge disappears.
How Globaprom builds it
We scope the dashboard and its pipeline in writing, fix the price and deliver in two to three weeks. It ships with single sign-on, role-based access control so each team sees its own figures, and monitoring, so a broken source raises an alert instead of quietly showing wrong numbers. AI-assisted development (vibecoding) speeds up the build while our engineers review and test the data logic.
Dashboards are part of our custom internal tools development for IT teams. Want the full picture of how a build runs, from scope to handover? See how we work.
Custom dashboard vs. hand-built spreadsheets and BI tools
Freshness
- Spreadsheet rebuilt by hand
- Stale once it's shared
- Custom dashboard
- Refreshed on a schedule
- Off-the-shelf BI tool
- Fresh once the data is clean
Getting data in
- Spreadsheet rebuilt by hand
- Merged by hand
- Custom dashboard
- A pipeline pulls from each source
- Off-the-shelf BI tool
- Needs clean data in one place
Odd sources
- Spreadsheet rebuilt by hand
- Copied in manually
- Custom dashboard
- Built around your own systems
- Off-the-shelf BI tool
- Connectors may not cover them
Who sees what
- Spreadsheet rebuilt by hand
- Whoever has the file
- Custom dashboard
- Role-based access, enforced on the server
- Off-the-shelf BI tool
- Depends on the tool
Broken sources
- Spreadsheet rebuilt by hand
- Wrong numbers go unnoticed
- Custom dashboard
- Monitoring raises an alert
- Off-the-shelf BI tool
- Outside the tool's scope
Who does the work
- Spreadsheet rebuilt by hand
- Whoever knows the systems
- Custom dashboard
- Code that runs on a schedule
- Off-the-shelf BI tool
- Someone still builds the pipeline
| Spreadsheet rebuilt by hand | Custom dashboard | Off-the-shelf BI tool | |
|---|---|---|---|
| Freshness | Stale once it's shared | Refreshed on a schedule | Fresh once the data is clean |
| Getting data in | Merged by hand | A pipeline pulls from each source | Needs clean data in one place |
| Odd sources | Copied in manually | Built around your own systems | Connectors may not cover them |
| Who sees what | Whoever has the file | Role-based access, enforced on the server | Depends on the tool |
| Broken sources | Wrong numbers go unnoticed | Monitoring raises an alert | Outside the tool's scope |
| Who does the work | Whoever knows the systems | Code that runs on a schedule | Someone still builds the pipeline |
The pipeline, not the chart, is usually the hard part.
Frequently Asked Questions
How is a custom dashboard different from a BI tool?
A business intelligence tool gives you charts once the data is clean and in one place. A custom dashboard includes the pipeline that gets it there, pulling from your specific systems and handling the odd source no off-the-shelf connector covers. The pipeline, not the chart, is usually the hard part.
How current will the numbers be?
As current as you need. Most dashboards refresh on a schedule, nightly or hourly, and some read live when the source allows it. We set the refresh to match how the numbers are used, and monitoring alerts us if a source stops feeding so the screen never shows stale data unnoticed.
Can different teams see different figures on the same dashboard?
Yes. Role-based access control governs what each person sees, so a regional manager sees their region and finance sees the full picture. Permissions are enforced on the server, not hidden in the interface, so no one reaches figures their role does not allow.
Retire the report someone rebuilds by hand
Tell us which report your team assembles manually and where the numbers come from. You get a fixed scope, a fixed price and a delivery date in weeks.