AI Readiness Assessment

Introduction

This AI Readiness Assessment is designed to help organizations evaluate their preparedness for adopting and implementing artificial intelligence solutions. By completing this assessment, you'll gain insights into your organization's strengths and areas for improvement across key dimensions of AI readiness.

Assessment Dimensions

1. Data Readiness

Evaluate your organization's data assets and capabilities:

• Data availability and accessibility
• Data quality and completeness
• Data integration and standardization
• Data governance and management
• Data privacy and security

2. Technical Infrastructure

Assess your technical foundation for AI implementation:

• Computing resources and scalability
• Cloud capabilities and strategy
• Development and deployment environments
• Integration capabilities
• Technical debt and legacy systems

3. Skills and Expertise

Evaluate your organization's human capital for AI:

• Data science and AI expertise
• Software engineering capabilities
• Domain knowledge and business understanding
• Leadership awareness and support
• Training and upskilling programs

4. Strategic Alignment

Determine how well AI initiatives align with business goals:

• Clear business objectives for AI
• Executive sponsorship and support
• Alignment with corporate strategy
• Defined success metrics and KPIs
• Budget allocation and resource commitment

5. Organizational Culture

Assess your organization's cultural readiness for AI adoption:

• Data-driven decision making
• Innovation mindset and risk tolerance
• Cross-functional collaboration
• Change management capabilities
• Ethical considerations and responsible AI

6. Process Maturity

Evaluate your organization's processes for AI development and deployment:

• Agile development practices
• MLOps capabilities
• Testing and validation procedures
• Monitoring and maintenance
• Feedback loops and continuous improvement

Scoring and Interpretation

Each dimension is scored on a scale of 1-5, with detailed guidance provided for interpreting your results. The assessment includes recommendations for improvement based on your organization's specific scores.

Next Steps

After completing the assessment, you'll receive a customized roadmap for improving your AI readiness, including prioritized actions, resource requirements, and timeline recommendations.