Industrial Operations
Bella SCADA
Browser-based real-time monitoring and control for industrial facilities.
MonitoringControlAlarms
OPC UAProtocol
ModbusField connectivity
WebNo client
Big Data · Ankara
When data piles up but nobody looks at it.Big Data and Data Warehouse Solutions
We bring data scattered across different systems into a single queryable layer. The goal isn't to build "big data"; it's that the answer to the question being asked can be found somewhere.
Data warehouseETL flowsTime seriesDashboardsReportingData quality
In most organizations data isn't missing, it's scattered. Part of it is in the ERP, part in the field, part in an Excel file on someone's computer. A simple question — how much scrap did each line produce last quarter — keeps three people busy for a week.
Our work usually isn't collecting new data but bringing together what exists and making it repeatable. The aim is that when the same question is asked a second time, the answer arrives on its own.
If this sounds familiar
- Answering a simple management question takes several people several days.
- The same report comes out with different figures in different departments.
- Critical reports depend on Excel files on one person's computer.
- ERP, shop-floor and sales data can't be connected.
- Comparing with past periods means digging through old files.
What it covers
Consolidating sourcesERP, SCADA, field apps and spreadsheets brought together in a single model.
Regular flowsManual transfers become scheduled, monitored flows; errors don't stay silent.
Data quality rulesMissing, conflicting and suspicious records are flagged. A report built on dirty data leads to bad decisions.
DashboardsRole-based dashboards: management summary, line detail, financial breakdown.
Queryable historyRetrospective comparison — by period, line, product and customer.
ExportExcel, PDF and API. A structure where the data belongs to the organization and can be moved out.
Example scenarios
Illustrative examples; the specifics are worked out during discovery at your site.
ProductionScrap and efficiency dashboardWork orders in the ERP are combined with production and scrap records from the floor, giving one correct figure by line, product and period.
FinanceProfitability breakdownSales, cost and return data are combined by customer and product, showing which product earns money with which customer.
ManagementThe weekly summary arrives by itselfInstead of a hand-made weekly sheet, a scheduled report is produced from the same data and distributed; if the source data is broken, the report arrives with a warning.
Bella SCADA screens
Bella SCADA page →
What we deliver
- ✓List of questions to answer and the data model derived from them
- ✓Source inventory and connection method
- ✓Scheduled and monitored data flows
- ✓Data quality rules and alerts
- ✓Role-based dashboards and export
How we proceed
1 · List of questionsWhich questions need answers. The data model is derived from these questions, not the other way round.
2 · Source inventoryWhere the data sits today and how it can be retrieved.
3 · First dashboardA narrow but end-to-end dashboard; trust is built here.
4 · ExpansionThe number of sources and questions is increased step by step.
When it's the right choice
- Your data lives in several systems and needs to be combined.
- The same question is asked again on a regular basis.
- You want the data to remain yours and be exportable.
When it's not the right choice
- If a single system's own reports already meet the need.
- If the question isn't clear yet; a "let's collect everything first" approach produces a store nobody uses.
- If the source data itself is unreliable; the input side has to be fixed first.
Key products for this industry
Maintenance & Asset Management
Bainten
Maintenance management that brings equipment, maintenance plans and failure history together in one place.
Maintenance PlanWork OrderAssets
PeriodicMaintenance
MobileField entry
BarcodeAsset tracking
Finance & Bookkeeping
Bella Ön Muhasebe
Bookkeeping software that brings invoices, accounts, cash and stock onto one screen.
InvoicesAccountsStock
AccountsBalance tracking
CashCash flow
StockIn / out
Frequently asked
How much data counts as "big data"?+
In practice the problem is fragmentation, not size. An organization that can't correctly join a table of a few hundred thousand rows doesn't need big data infrastructure; it needs a proper data model.
Will our existing reports stay?+
Usually they run in parallel for a while. The old one isn't switched off until the new dashboard's results have been compared with it and verified.
Let's talk about this.
We'll listen to your current situation and work out together where to start.