Experimentation
Early Stage Experimenter Exploring AI without formal commitments. No strict compliance rules apply yet; focus on basic feasibility.
3rd Party Vendor
AI Solution Evaluator Evaluating and buying AI solutions rather than building from scratch. Focuses on risk assessment and vendor verification.
Fast Track
The Agile Pioneer Minimum viable governance, speed to market, basic privacy checks. Avoids heavy bureaucracy.
Standard
The Mid-Market Innovator Balanced approach. Standard GDPR compliance, bias screening, and foundational MLOps.
Strict Compliance
The Regulated Enterprise Maximum rigor. Exhaustive EU AI Act & DPDPA compliance, detailed DPIAs, full audit trails.
Engineering Focus
The AI-Native Scaleup MLOps, automated guardrails, continuous monitoring, and CI/CD policy-as-code.