Source quality and connections
Consider missing identifiers, inconsistent values and vendor access. Several reliable sources can be easier than one undocumented export with manual corrections.
Scope and cost guide
The number of charts is only one part of the work.
Sources, definitions and access rules often determine how much preparation a report needs.
Reviewed October 16, 2026 ยท Faith Forge Labs
Measure definitions and history
Agree dates, statuses and exclusions. Historical snapshots, changing ownership and revised transactions may need additional data beyond today's totals.
Freshness and exception handling
Define whether a daily refresh is enough or the task needs more current information. Include late data, failed connections and the owner resolving them.
Permissions and exports
Different roles may need different records or fields. A downloadable file and a scheduled email require their own checks, even when the screen is restricted.
A useful first phase
One report answers one defined question from checked sources, shows its freshness and lets intended users verify important totals. Separate later measures, new sources and ongoing support.
Discuss the first report or prepare the readiness checklist.