AI Readiness Diagnostic | Cloud Tower Group

AI Strategy & Vision

Understanding your strategic foundation for artificial intelligence.

Does your organization have a defined AI strategy?

No formal plan Exploring options Documented plan Actively implementing Optimizing & scaling

How aligned is AI strategy with business objectives?

Not aligned Somewhat aligned Well aligned Fully aligned

Do you have identified AI use cases with clear ROI?

No Considering Piloting Partial deployment Full deployment

Technical Infrastructure

Evaluating your AI-ready technology stack.

Cloud infrastructure maturity level?

No cloud Basic cloud Hybrid cloud Multi-cloud native

Do you have ML/AI platforms and tools in place?

None Basic tools Integrated platform MLOps maturity

Cybersecurity and compliance readiness for AI?

Needs work Basic security Good controls Enterprise-grade

AI Talent & Skills

Assessing human capability — the highest-weighted dimension.

Current AI/ML talent and expertise level?

No expertise Few specialists Growing team Strong AI team

Do you have an AI training and upskilling program?

No program Planning Piloting Some training Comprehensive

Leadership AI literacy and sponsorship?

Limited awareness Some awareness Active support Strong champions

Data Governance

Examining the quality and stewardship of your data estate.

Data quality and availability for AI?

Poor quality Needs cleanup Good quality Excellent quality

Data governance framework and policies?

No framework Basic policies Defined framework Mature governance

Data privacy and ethics considerations?

Not addressed Basic compliance Strong compliance Ethics framework

Organizational Culture

Will the front line actually change how it works?

Innovation and experimentation mindset?

Risk-averse Cautious Open to change Innovation-driven

Change management and adoption capabilities?

Struggles with change Slow adoption Good adoption Change champions

Cross-functional collaboration for AI projects?

Siloed Limited collaboration Good collaboration Highly collaborative

Financial Readiness

Capacity and discipline behind your AI investment.

Annual AI investment budget?

Under $100K $100K – $500K $500K – $2M Over $2M

ROI measurement and tracking capabilities?

No tracking Basic metrics Defined KPIs Sophisticated tracking

Organization size (employees)?

< 50 50 – 250 250 – 1,000 1,000 – 5,000 > 5,000

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Your Readiness Profile

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Maturity by Dimension

Leading Strengths

Priority Gaps

Recommended Next Moves

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How AI-ready is your organization, really?