Finance teams often inherit a BI tool chosen by IT for infrastructure compatibility, not for close-cycle reporting needs. By the time the CFO asks for a churn cohort view, the tool may technically work but practically frustrate every monthly close.
Evaluate candidates against five finance-specific criteria: can a controller refresh data without filing a ticket, can you version-control metric definitions, does row-level security map to your org structure, can exports match board deck formats, and what happens when your ERP schema changes.
Run a two-week proof with real data—not sample datasets. Build exactly three views: revenue waterfall, headcount versus plan, and cash runway. If any candidate cannot produce all three with acceptable refresh latency, remove it from consideration regardless of licensing cost.
Document the decision in a one-page memo signed by finance and acknowledged by IT. Include a review date twelve months out. Tools drift; ownership should not.
The best visualization environment is the one your finance team will actually maintain after the consultant leaves. Favor familiarity and maintainability over feature breadth.