Shared semantics
Explicit KPIs, dimensional models and DAX measures that reduce conflicting versions of the same information.
KPIs · SEMANTIC MODELS · REPORTING
Power BI that people can trust in everyday decisions.
We build and modernise Power BI solutions — from requirements, KPIs and semantic models to reports, security, performance and a controlled production operating process.
Situations and scope of work
WHEN IT HELPS
Does this sound familiar?
- The same KPI has different definitions and values across reports or departments.
- Models are slow, refreshes are unstable and every change requires disproportionate effort.
- Reports are being created faster than standards, tests, documentation and ownership.
- Users export data to Excel because reports do not match the way decisions are made.
- An existing solution needs consolidation or modernisation without interrupting business reporting.
SCOPE OF WORK
What the engagement may include.
- 01
Requirements workshops, business questions, user groups and explicit KPI definitions.
- 02
Semantic models, dimensional modelling, DAX and Power Query/M.
- 03
RLS/OLS, roles, sharing and protection of data in reports.
- 04
Management and operational reporting with a clear information hierarchy.
- 05
Optimisation of models, queries, visuals and refresh processes.
- 06
Testing, documentation, version control and release across environments.
- 07
Support, usage monitoring and modernisation of existing solutions.
SOLUTION COMPONENTS
Reporting designed around decisions.
A strong Power BI solution combines shared semantics, the right level of detail and a process that allows reports to evolve safely.
User experience
Reports matched to business questions, decision frequency and the level of detail each audience requires.
Production and change
Security, testing, deployment, monitoring and documentation that support controlled development.
OUTCOME
What remains after the engagement.
- Fewer conflicting metrics, duplicate models and manual reconciliation steps.
- Faster reports and more stable, observable refresh processes.
- Controlled change without disrupting ongoing reporting.
- A solution with clear ownership, documentation and development rules.
NEXT STEP
Define the right scope.
Describe the current state and expected outcome. The first step may be an assessment, an architecture review or a focused implementation.