Problems it solves
- The monthly report is built by hand and takes days.
- Sales and finance report different numbers for the same month.
- Data sits in five systems and nobody sees it together.
- Nobody opens the dashboard you already have.
What the service includes
Data inventory
What data exists, where, who owns it and how accurate it is.
Data integration
Automated, scheduled and monitored pipelines from ERP, CRM, online store and other sources.
Data warehouse
A common data model with single definitions for every metric.
Operational dashboards
Few screens, built around the decisions their users make.
Data quality
Validation rules, anomaly alerts and named owners.
Metric definitions
A shared glossary: what "sale", "active customer" or "margin" mean in your company.
Example solutions
Monthly management report
Generated automatically, with the same figures for every department.
Sales and stock dashboard
By product, channel and region, refreshed daily.
Operations monitoring
Late orders, returns and exceptions, visible while they can still be fixed.
Technologies and standards
Tools follow data volume and who will use them. The principles stay the same:
How we work
First conversation
We learn the problem, the systems you use and your time and budget constraints, and tell you honestly whether we are a fit.
Analysis and proposal
For larger work, a short discovery: scope, proposed architecture and a phased estimate with risks in plain view.
Phased delivery
We build incrementally with regular demos. Scope changes are discussed and estimated before they are made.
Handover and support
Documentation, training and full access to code and configuration. Then maintenance with clear terms, or in-house takeover.
We start with three to five business questions leadership wants answered, build the data and reports for those, then expand.
What you receive
- Data inventory and assessment
- Metric glossary
- Automated data pipelines
- Reporting data model
- Dashboards and reports
- User documentation
Business benefits
One version of the truth
Everyone reports from the same data and definitions.
Time back
The manual report becomes automatic.
Timely decisions
Deviations show while they can still be corrected.
Integration with existing systems
Analytics depends on good integrations. We start from existing flows and fill the gaps.
Security and maintenance
- Report access follows company roles.
- Personal data is pseudonymized where analysis does not need identity.
Frequently asked questions
Which BI tool do you use?
The one that fits your data volume and team. If you already license a tool, we start there.
Do we need a data warehouse?
Not always. For a few sources and small volumes a simpler model is enough. The inventory decides.
How often is data refreshed?
As often as decisions require: daily for most reports, more often for operations.