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Data Engineering & Business Intelligence

Make decisions with data you can trust.

When data is spread across tools and spreadsheets, reports take days and figures do not match. We consolidate your data and build the dashboards each level of decision needs.

Sales performanceIllustrative example
Revenue, month84.2 k
Orders1 126
Average basket74.8
Revenue by region, last 8 months
Region ARegion BRegion C
01Business challenges

Situations this service addresses.

01Reports assembled by handEach month, someone spends days collecting figures from several sources.
02Different figures for the same indicatorDepartments debate numbers instead of acting on them.
03Decisions without current dataBy the time a report is ready, the situation has changed.
04Data locked in separate toolsValuable information exists, but no one can combine it.
02Our solutions

How we address them.

A dashboard is only as useful as the data behind it and the decision it supports. We work on all three.

01
Define the indicators firstWe agree with you which decisions need which indicators, with clear definitions.
02
Build a reliable data foundationPipelines collect and clean data from your tools into a single, governed source.
03
Deliver dashboards people useDashboards are designed for each audience, from leadership to operations.
03Detailed capabilities

What the work covers.

01
Data audit and strategyInventory of your data sources, their quality and their uses.
02
Data pipelines and integrationAutomated collection from your applications and files.
03
Data warehouseA single, structured source for analysis and reporting.
04
Dashboards and reportingInteractive dashboards and scheduled reports.
05
Indicator definitionShared definitions, calculation rules and owners for each indicator.
06
Data quality and governanceRules, controls and responsibilities that keep data reliable.
What you receive
Data architectureAutomated data pipelinesDashboards for management and operationsData dictionaryGovernance rules and roles
Included where relevantTraining & knowledge transferSupport, maintenance & continuous improvementHow these work across services
04Expected benefits

What should improve, and how we measure it.

Targets are agreed with you during the Diagnose stage, against a measured baseline. We do not promise figures before we have seen your data.

One reliable version of key figures
IndicatorIndicators with a single definition
Reports without manual consolidation
IndicatorTime to produce monthly reporting
Earlier detection of issues
IndicatorDelay between an event and its report
Indicators shared across teams
IndicatorDashboard users per department
06Our approach

How an engagement runs.

Every engagement follows the PraxyNova Performance Method. For this service, most of the work happens in the highlighted stages.

About the method
01DiscoverUnderstand the organization and its processes.
02DiagnoseData source inventory and quality assessment.
03StrategizeDefine the appropriate transformation roadmap.
04EngineerPipelines, warehouse and dashboards.
05MeasureDashboard usage and data quality monitoring.
06OptimizeNew indicators and data sources over time.
Data & BI

Let's discuss your project.

Tell us about your situation and your objectives. We will come back to you to arrange a first conversation.

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