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.

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.

Bella SCADA screens

Bella SCADA page →
Bella SCADA — Operations dashboard
Operations dashboard
Bella SCADA — Trend charts
Trend charts
Bella SCADA — Alarm management
Alarm management
Bella SCADA — OEE tracking
OEE tracking

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.

Key products for this industry

Industrial Operations

Bella SCADA

Browser-based real-time monitoring and control for critical infrastructure.

MonitoringControlAlarms
OPC UAProtocol
ModbusField connectivity
WebNo client
Bella SCADA — screenshot
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
Bainten — screenshot
Finance & Bookkeeping

Bella Ön Muhasebe

Bookkeeping software that brings invoices, accounts, cash and stock onto one screen.

InvoicesAccountsStock
AccountsBalance tracking
CashCash flow
StockIn / out
Bella Ön Muhasebe — screenshot

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.