Power BI shows pretty charts of data that never agree across your three systems
Custom business intelligence dashboards in Regina, that join scale tickets, settlements, inventory and crown-corporation receivables into trustworthy numbers, cost $35,000 to $100,000 and 2 to 5 months. Tableau, Power BI and Looker are excellent at visualizing clean data. They can't fix the underlying problem: your weighbridge, settlement and ERP (Enterprise Resource Planning) systems disagree, so any dashboard built on them is a beautiful chart of numbers nobody trusts. Custom BI work is mostly the data pipeline, then the dashboard.
You bought Power BI hoping for one clear picture of the business and got three contradicting ones. The scale system says one tonnage, the settlement system another, the ERP a third, because nobody reconciled them. Power BI faithfully visualizes whichever source you point it at, which means it produces confident charts of numbers your team argues about in the meeting.
This is the dirty secret of BI around Regina: the dashboard is the easy 20%. The hard 80% is building a pipeline that pulls from the weighbridge, the settlement engine, the inventory system and crown-corp receivables, reconciles them, and produces numbers everyone agrees are true. Tableau and Looker don't do that reconciliation for you; point them at siloed, disagreeing systems and you get pretty distrust.
What breaks first in Regina
- Scale, settlement and ERP systems report different numbers for the same thing
- Dashboards visualize whichever source you pick, so nobody trusts the result
- Crown-corporation receivables sit in yet another silo, outside the picture
- Meetings argue about whose number is right instead of acting on insight
The fix: business intelligence dashboards built for Regina, not rented
Custom BI work earns its money in the pipeline, not the chart. Building the integration and reconciliation layer that unifies weighbridge, settlement, inventory and crown-corp data into one trusted dataset is what makes a dashboard worth looking at. Once the numbers agree, the dashboards on top, in Power BI or custom, finally drive decisions instead of debates. You're paying for trustworthy data first; the visualization is the easy part that off-the-shelf tools already do well.
What business intelligence dashboards costs in Regina
| Project scope | Typical cost | Timeline |
|---|---|---|
| Data pipeline + core dashboards | $35,000 to $55,000 | 2 to 3 months |
| Reconciled multi-system BI | $55,000 to $80,000 | 3 to 4 months |
| Full BI platform with forecasting-ready model | $80,000 to $100,000 | 4 to 5 months |
The capability list that earns its budget
What we build under business intelligence dashboards in Regina
Everything a business intelligence dashboards build here can cover: KPI dashboards, data warehouse, embedded analytics, business intelligence dashboards, BI development and data visualization.
Exactly what you get
You get trustworthy numbers first and dashboards second. The build pulls data from your weighbridge, settlement engine, inventory and crown-corp receivables, reconciles the disagreements, and produces one dataset everyone accepts. On top of that, dashboards for operations and finance let you drill from a summary number to the source record. Refresh is automated, so the picture is current. The meeting stops arguing about whose number is right and starts acting on it.
How to choose a developer in Regina
Choose a partner who talks about data integration and reconciliation before they show you a single chart. The hard, valuable work is the pipeline that makes your systems agree, so ask how they'll reconcile weighbridge, settlement and ERP data and handle the messy parts. Drill-down to source records is essential for trust. A reference where they untangled siloed, disagreeing systems matters far more than a gallery of polished dashboards.
- !They focus on chart design first; ask how they reconcile disagreeing sources
- !No data-quality plan; ask how they handle messy source data
- !They assume your data is clean; ask what happens when systems disagree
- !No drill-down to source; ask how a disputed number gets traced
- !Only dashboard-design references; ask for a data-integration example
Most Regina teams pricing business intelligence dashboards end up comparing notes on helpdesk & ticketing, erp, custom software too; the systems share one data spine.
Rohan advises mid-market and enterprise teams on ERP, CRM and custom software, and has led delivery on dozens of business-software builds.
Writes for Digital Heroes, shipping business software for 2,000+ brands across 55+ countries since 2017.
Frequently asked questions
Why don't our dashboards match?
Because they're built on systems that disagree. Your scale, settlement and ERP each hold a version of the truth, and Power BI faithfully shows whichever you point it at. Until those sources are reconciled into one dataset, every dashboard will be a confident chart of numbers your team distrusts.
Isn't BI just building charts?
The charts are the easy 20%. The valuable 80% is the pipeline that integrates and reconciles your siloed systems into trustworthy data. Around Regina, where scale, settlement and ERP rarely agree, that reconciliation is the whole reason a dashboard becomes useful rather than decorative.
Can we still use Power BI?
Yes. Many builds put a reconciled, trusted data layer underneath and surface it in Power BI or Tableau, since those tools visualize clean data well. The custom work is the pipeline beneath; the visualization tool on top is your choice.