Symptoms
- Numbers do not tie between systems.
- Monthly close takes five days.
- Board packs need verbal explanations.
- Numbers presented to the board cannot be fully defended on the source.
- You can see the top level numbers, but not the cross cuts. No view by segment, cohort or entity without a manual exercise.
- AI initiatives stall because the underlying data cannot be trusted.
