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Full Glossary

Foundations

AI Current-State Assessment
A structured evaluation of where an organization stands today in its ability to adopt and benefit from AI.
Why Assess
Understanding the starting point is essential to plan a realistic, effective AI adoption journey.
Baseline
A clear snapshot of current capabilities against which future progress is measured.
AI Maturity
The degree to which AI is adopted, governed, and delivering value across the organization.

Dimensions

Strategy Readiness
Whether there is a clear AI vision and strategy connected to business goals.
Data Readiness
The availability, quality, accessibility, and governance of data needed for AI.
Technology Readiness
The tools, platforms, and infrastructure available to build and use AI.
Skills and Talent
The AI fluency and specialist capability present across the workforce.
Governance and Risk
The policies, controls, and responsible-AI practices in place.
Culture and Change Readiness
How ready the organization's mindset and culture are to adopt AI-augmented ways of working.
Use Case Landscape
The current and potential applications of AI across the organization.

Assessing

Maturity Model
A framework describing levels of capability across dimensions to locate the organization.
Interviews and Surveys
Gathering input from stakeholders to understand the real state across the organization.
Capability Scoring
Rating each dimension to create a clear, comparable picture of readiness.
Evidence-Based
Basing the assessment on real data and examples, not assumptions.

Findings

Strengths
The capabilities the organization can build on in its AI journey.
Gaps
The missing or weak capabilities that must be addressed to progress.
Risks
The ethical, data, security, and change risks surfaced by the assessment.
Quick Wins
High-value, feasible opportunities that can deliver early value.

Output

Assessment Report
A clear summary of current state, strengths, gaps, and recommendations.
Baseline Metrics
Defined measures to track progress from the current state over time.
Input to Roadmap
The assessment feeds directly into planning the AI adoption roadmap.
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