Comparison at a glance
| Decision | Operating KPI dashboard | Broader BI project |
|---|---|---|
| Primary need | A short recurring view of commitments and exceptions | Analysis across sources, histories, dimensions, or audiences |
| Data preparation | A small set of agreed definitions and reliable source records | Potentially extensive modeling, reconciliation, and data pipelines |
| Acceptance | Managers reproduce the measures and act on exceptions | Users can answer defined analytical questions from governed data |
| Maintenance | Metric owners and a practical review routine | Ownership of models, refreshes, access, and changing analytical needs |
When the first approach fits
Start with the operating view when the team lacks shared definitions for delivery, quality, or capacity. A manually validated weekly measure can be a useful pilot before a larger technology investment.
When the second approach fits
Scope broader analytical work when necessary questions require combining sources or maintaining a more complex history. Establish data responsibilities and refresh reliability alongside visualization requirements.
Worked decision example
Illustrative example: leadership wants to know whether next week’s review capacity covers committed demand. That may need one reliable capacity table. An analysis of profitability across years, service lines, and billing systems has a different data requirement.
A practical selection test
Write the exact decisions and questions the output must support. Identify source records, reporting periods, users, and maintenance owners. A demonstration should answer those questions, not just display a larger chart gallery.
What the proposal must resolve
Ask for the exact work boundary, internal counterpart, access requirements, deliverables, and acceptance evidence. Clarify what happens when new information changes the brief. Compare the work your team must still perform, not only the outside fee or the name of the service.
Related implementation resources
Discuss the operating problem
Elixir consulting starts at $5,000 per month, with final pricing based on scope. Bring a recent example, the current workflow, and the person who owns the result to define the appropriate implementation scope.