SIMA360™

Structured AI Maturity Accelerator

The Five Perspectives

SIMA360 organizes AI readiness around five perspectives — Strategy, Governance, Data, People, and Technology. Each one answers a different question about whether AI can be trusted to influence a decision.

Maturity is measured across all five at once. Strength in one doesn't compensate for weakness in another.

Strategy Perspective
Ensures AI initiatives align with broader business goals
  • • Current Situation and Vision
  • • Competitive Advantage
  • • Strategic Choices Roadmap
  • • Required Capabilities and Execution Model
  • • Measures of Success and Learning and Adaptation
Explore Strategy perspective
Governance Perspective
Keeps AI-influenced decisions inside their constraints once the system is running
  • • Decision Rights
  • • Roles and Accountability
  • • Policies and Standards
  • • Risk, Compliance, and Controls
  • • Transparency and Traceability
  • • Continuous Monitoring and Improvement
Explore Governance perspective
Data Perspective
Determines whether the organization keeps learning from the world or from itself
  • • Accuracy and Completeness
  • • Relevance and Representativeness
  • • Consistency and Definition
  • • Accessibility and Timeliness
  • • Traceability and Lineage, Security and Ethics
  • • Interpretation and Application, Continuous Monitoring and Correction
Explore Data perspective
People Perspective
Determines how AI outputs get interpreted, trusted, challenged, or waved through
  • • Interpretation Rules
  • • Visibility
  • • Training as an Evolving System
  • • Learning From Failure
  • • Guarding Against Overtrust
Explore People perspective
Technology Perspective
Determines whether the system can sustain change without degrading decision quality
  • • Architecture and Adaptability
  • • Integration
  • • Reliability
  • • Security
  • • AI Operations and Automation
  • • Observability
Explore Technology perspective

Find Out Where Your Organization Stands

SIMA-Probe measures your current maturity level across all five perspectives and tells you exactly what to address next.

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