Scorecard

AI Readiness Scorecard

Score each category from 1 to 5 before prioritizing AI use cases.

• Data quality and accessibility
• Process clarity and exception definition
• Business owner accountability
• Governance and review controls
• Baseline metrics for measuring impact
• Integration fit with surrounding systems
• User adoption and operational change readiness

If scores are low, fix the surrounding operating model first. AI performs best in environments with clear ownership, trusted data, and measurable process outcomes.