01
Different teams trust the same numbers.
02
Customer and product data is consistent across systems.
03
Core workflows are standardized across the business.
04
Automation projects are measured against business outcomes.
05
AI initiatives are tied to measurable business value.
06
AI outputs can be traced back to trusted source data.
07
AI models have clear ownership and monitoring.
08
Data pipelines are standardized and governed.
09
Reports do not require manual reconciliation.
10
Our organization could scale AI beyond isolated pilots.