AI Readiness Level 1 – Ad Hoc

Initial exploratory stage with fragmented data and no governance standardization.

Common Challenges

Experiments lack repeatability and organizational sponsorship.

Enablement Strategy

Baseline inventory, lightweight governance charter, foundational data hygiene improvements.

Outcomes

• Defined ownership
• Visibility into AI efforts
• Initial data quality gains

KPIs

• Data Quality Score
• Use Case Inventory Coverage
• Ownership Assignment %