Dashboard sprawl
Dozens of reports, no agreed definition of the numbers that matter.
Data & AI
Turn reporting into decisions people actually act on.
Dashboards are only useful when they answer the questions a team is accountable for. TechRBM designs analytics models, metrics and visual experiences that connect operational data to the decisions leaders and frontline teams make every day.
The challenge
Where teams get stuck with data analytics & visualisation
Metrics that disagree
Two teams presenting different values for the same KPI in the same meeting.
Descriptive-only reporting
Reports that explain what happened but never suggest what to do next.
Low adoption
Analytics built for analysts rather than the people who need to act.
Our approach
How TechRBM works through it
- 01
Start with the decision
Map the decisions, owners and cadence each dashboard is meant to support.
- 02
Define the metric layer
Agree on definitions, grain and calculation logic once, then reuse them everywhere.
- 03
Design for comprehension
Build visual hierarchies that surface exceptions and trends, not just totals.
- 04
Iterate with users
Refine with the teams who use the reports in their weekly operating rhythm.
Capabilities
What this service covers
KPI and metric framework definition
Semantic models and reusable measures
Executive, operational and self-service dashboards
Embedded analytics inside business applications
Ad-hoc and exploratory analysis enablement
Predictive and statistical analysis where the data supports it
Report performance tuning and refresh optimization
Technology areas
Technologies we work with in this practice
Power BI
Microsoft Fabric
Azure Synapse
Databricks
SQL
Python
Excel
Business outcomes we work toward
- Consistent metric definitions across teams
- Less time spent reconciling numbers before meetings
- Analytics that frontline teams use without training overhead
- A clear path from reporting into forecasting and AI use cases
Related services
Where this connects
Ready to Modernize What's Next?
Tell us about your technology, data, AI, cloud or software requirements and we'll map out a practical path forward.
Talk to TechRBM