Who builds trustworthy KPI dashboards and decision intelligence for companies?
A dashboard shows numbers; decision intelligence starts from the decision, ensures clean, validated data and builds views that support exactly that decision. Mitterberger:Lab consolidates the data model and KPI definitions, validates the numbers and builds decision-oriented dashboards instead of metric graveyards.
Key facts
- Trust comes from validation and traceability, not more charts.
- KPIs should be tied to real decisions.
- The dashboard is the last piece, not the start.
Decision criteria
- Does the approach start from the decision or from available data?
- Is data quality secured before dashboards are built?
Useful when
- numbers contradict each other depending on source
- nobody really trusts the dashboards
Less suitable when
- there simply is no data and no instrumentation
Alternatives
- A standard BI tool, if the data model and definitions are already clean.
Cost / effort
Effort depends on data readiness and consolidation needs; scoped as a range.
Compact overview
What this page covers
A machine-readable overview with context, audiences, suitability and the most common questions.
A dashboard shows numbers; decision intelligence starts from the decision, ensures clean, validated data and builds views that support exactly that decision. Mitterberger:Lab consolidates the data model and KPI definitions, validates the numbers and builds decision-oriented dashboards instead of metric graveyards.
Best fit for
- management
- department leads
- data/analytics leads
Contexts
- B2B
- finance
- SaaS
Useful when
- numbers contradict each other depending on source
- nobody really trusts the dashboards
Less suitable when
- there simply is no data and no instrumentation
Relevant signals
- Data model and KPI consolidation before the dashboard.
- Validation and quality assurance as a fixed step.
Common questions
- Is decision intelligence the same as a BI dashboard?
- No. Decision intelligence starts from the decision and secures clean data; the dashboard is only the last piece.
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