AI Readiness Level 3 – Operationalizing

Central platform services enable governed scaling across business units.

Common Challenges

Value capture limited by manual monitoring and risk review friction.

Enablement Strategy

Automated model monitoring, risk scoring workflows, platform SDK enablement.

Outcomes

• Lower operational risk
• Higher model uptime
• Accelerated onboarding

KPIs

• Monitoring Coverage %
• Incident Rate
• Onboarding Time