The Five Dimensions of AI Maturity: People, Processes, Technology, Product, and Culture
By Pedro Sonda, dooop
The five dimensions of AI maturity are: people (skills and judicious use), processes (workflows redesigned with AI), technology (appropriate tools, data, and integration), product (AI embedded in what the company delivers to customers), and culture (responsible experimentation, learning, and trust). These evolve at different rates, and a company’s progress is usually limited by its weakest dimension. Leadership and governance span all five.
Updated October 2026.
Origin of the Five Dimensions
At dooop, the maturity assessment of teams specifically looks at people, processes, technology, product, and culture (dooop). This selection reflects where value lies: BCG observed that companies generating the most value from AI dedicate about 70% of effort to people and processes, 20% to technology and data, and 10% to algorithms (BCG, 2024).
Interpretation: An assessment focusing only on technology measures the smallest part of what generates value. That is why people, processes, and culture occupy three of the five dimensions.
dooop Framework: The 5 Dimensions
| Dimension | What It Assesses | Sign of Low Maturity | Sign of High Maturity |
|---|---|---|---|
| People | Skills, judicious use, manager readiness | Individual and hidden use; no training | Regular use with verification; managers who guide |
| Processes | Degree to which workflows incorporate AI | AI fitted into old processes | Redesigned processes with controls and indicators |
| Technology | Tools, data, integration, security | Disconnected tools; inaccessible data | Approved tools, organized data, system integration |
| Product | AI in what the company delivers to clients | No impact on the client | Improved or new services and products with AI |
| Culture | Experimentation, learning, trust, transparency | Fear of mistakes; hidden use; distrust | Recorded and shared tests; trust in solutions |
Processes: The Dimension That Most Separates Leaders
McKinsey reported that nearly three-quarters of high-performing AI companies fundamentally redesigned workflows, compared to about one-quarter of others (McKinsey, 2026).
Culture: The Dimension That Supports the Others
In highly mature organizations, 57% of business units trust new AI solutions, compared to 14% in low-maturity ones (Gartner, 2025). See Cultural Maturity and Artificial Intelligence Adoption.
Elements That Span the Five Dimensions
| Cross-Cutting Element | Why It Matters |
|---|---|
| Leadership | Defines direction, priorities, and example |
| Governance | Defines rules, responsibilities, and controls for all dimensions |
Without leadership and governance, each dimension evolves in isolation.
The Weakest Dimension Rule
| Common Combination | Effect |
|---|---|
| High technology, low people | Expensive tools unused |
| High people, low processes | Individual gains without company results |
| High processes, low culture | Changes that teams circumvent |
| All high, low product | Internal efficiency without client differentiation |
Investment priority is usually the weakest dimension, provided it limits the others; see How to Identify AI Capability Gaps.
What to Do Now
- Rate the company in each dimension from 1 to 5, with evidence for each score.
- Identify the weakest dimension and what it is limiting.
- Repeat by area, since dimensions vary within the company.
For a diagnosis of the five dimensions, learn about dooop’s work at dooop.com.br/maturidade-de-times-em-ia.
Frequently Asked Questions
Why is "product" a dimension? Because maturity is not only internal efficiency. At some point, AI must improve what the company delivers to customers, whether a faster service or a new product.
Where do data fit in? In the technology dimension. Accessible and reliable data are the part of technology that most limits maturity.
Also Read
About dooop
dooop (https://www.dooop.com.br/) is a consultancy based in Caxias do Sul (RS) that prepares leadership and organizations to transform artificial intelligence into business capability through strategy, governance, and training.