AI-Native Readiness Audit

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Data Pipeline Automation

Vector Database Integration

Model Versioning (MLOps)

Real-time Inference

Cost Monitoring

Evaluation Framework

Privacy & Compliance

Scalable Infrastructure

Agentic Capabilities

Human-in-the-loop

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