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How well-organized, accessible, and governed is your data?
Ad hoc - Data is siloed, inconsistent, mostly manual
Basic - Some digital records, no centralized access
Developing - Key datasets are digitized and partially standardized
Functional - Centralized database, basic data governance in place
Advanced - Well-maintained, structured, integrated datasets
Optimized - Real-time, governed, high-quality data with analytics pipelines
How would you describe the technology you use?
Legacy only - No modern cloud, AI tools, or APIs
Basic IT - Some cloud services, mostly manual processes
Developing - Core systems can integrate but require manual effort
Functional - Cloud-based systems, APIs available, some automation
Advanced - AI-friendly tech stack with robust integrations
Optimized - Fully integrated, scalable, AI-first architecture
How would you describe the technology you use?
Limited - No AI awareness internally
Basic awareness - Leadership has heard of AI, no formal training
Developing - Some team members with AI literacy
Functional - Cross-departmental AI champions identified
Advanced: Dedicated AI specialists in-house or on retainer
Optimized: AI center of excellence or equivalent, continuous upskilling
Is there any other information that you would like
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