The Implementation Timeline: 6-9 Months for Full ACRGA Deployment

ACRGA implementation roadmap:

Months 1-2: Infrastructure

• Establish AI Model Governance Committee

• Deploy model versioning (Git/MLflow)

• Implement explainability tools (SHAP/LIME)

• Set up audit trail database

Months 3-4: Module Deployment

• ACRGA-VALIDATE: implement validation protocols

• ACRGA-CYCLE: build pro-cyclicality monitoring

• ACRGA-EXPLAIN: deploy explainability layers

• Establish stress testing laboratory

Months 5-6: Testing & Pilot

• Run ACRGA modules on 2-3 existing models

• Validate all five modules on pilot set

• Train staff on governance procedures

• Document governance policies

Months 7+: Production & Operations

• Deploy to full model inventory

• Monthly governance committee meetings

• Quarterly stress testing & validation reporting

• Annual model inventory review

Not overnight. But 6-9 months is reasonable timeline for medium-sized institution.

Investment required. Competitive advantage delivered.

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