What should enterprise AI readiness prove?
Readiness should prove that an organisation can connect the systems where work happens, understand who owns decisions, respect permissions, and measure whether AI changes outcomes. A slide deck saying teams are ready is not enough; governed AI systems need evidence of data quality, operating context, adoption patterns, and risk boundaries.