For buyers contracting authority
Choose 72212482 when the contract is to build or extend the reporting and analytics layer: a data warehouse, the ETL feeds into it, and the dashboards or reports on top. The deciding question is the deliverable. If the accepted output is working BI software, this code fits; if the authority is buying a packaged analytics product, the goods family (48000000) is the better tag.
The siblings are where authorities slip. Investment management (72212411), tax preparation (72212412), facilities management (72212421) and accounting (72212440) each scope a single business function. Reach for 72212482 only when the work is the intelligence layer itself rather than one of those named transactional systems.
Watch the build-versus-advice line too. If the deliverable is an architecture review or a tool-selection study rather than built software, software consultancy (72266000) is the right pick. Where a single contract bundles BI development with some licensing or support, keep it here as long as the development is the main purpose, and set the primary CPV code by the dominant deliverable.