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Data Infrastructure

How would you describe your organization's current data infrastructure?

We have a robust, centralised data infrastructure with good govrnance. We have some data systems, but they are not well integratedOur data is scattered across multiple systems with limited accessibilityWe have minimal data infrastructurePrevious Next

Leadership Support

How does your leadership view AI implementation?

Fully committed with a clear AI strategy and budget allocationSupportive and interested, with some initial planning Cautiously optimistic but still evaluating Skeptical or unaware of AI potentialPrevious Next

Technical Expertise

What is your organization's technical expertise level?

Strong technical team with AI/ML experienceGood technical foundation, some members learning AI/MLBasic technical skills would need significant trainingLimited technical expertisePrevious Next

Data Quality

How is your data quality and accessibility?

High-quality, clean, and easily accessible dataGenerally good data with some quality issues Data exists but requires significant cleaning and organization Poor data quality or very limited data availability Previous Next

Risk Tolerance

What is your organization's risk tolerance for new technology?

High risk tolerance with the culture of innovation Moderate risk tolerance, willing to pilot new technologies Conservative approach, prefer proven solutionsVery risk-averse, slow to adopt new technologies Previous Next

Change Management

How would you describe your change management capabilities?

Excellent change management with strong communication Good at managing change with structured processes Some experience with change, but could be improvedStruggle with organizational change Previous Next

Budget Allocation

What is your budget allocation for AI initiatives?

A significant budget allocated specifically for AI projects Moderate budget available for technology innovationLimited budget, but some funds could be allocatedVery tight budget with minimal funds for new initiativesPrevious Next

Data Security

How does your organization handle data privacy and security?

Robust data governance with strong privacy and security measuresGood security practices with clear data policiesBasic security measures, but could be strengthenedLimited focus on data security and privacy Previous Next

Collaboration Culture

What is your organization's collaboration culture?

Strong collaborative culture with cross-functional teams Generally collaborative with good communicationSome collaboration but often work in silos Primarily siloed with limited collaborationPrevious Next

Analytics Experience

What is your organization's experience with analytics and data science?

We have a dedicated data science team with advanced analytics capabilitiesWe use analytics tools and have some data analysis capabilitiesWe do basic reporting, but limited advanced analyticsWe have minimal experience with data analyticsPrevious Next

AI Use Cases

How clear are your AI use cases and business objectives?

Well-defined use cases with clear ROI expectations Some identified use cases with general business goals Vague ideas about AI applications No clear understanding of how AI could helpPrevious Next

Learning Culture

What is your organization's learning and development culture?

Strong learning culture with continuous skill developmentSupportive of learning with some development programsLimited learning opportunities but open to growthMinimal focus on employee development Previous

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AI Readiness Assessment

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