Aware & Familiar
Foundation
Organisations at the Aware and Familiar levels have begun recognising AI as a strategic priority. Leaders are learning, experiments are starting, and the conversation is shifting from scepticism to curiosity.
AI Maturity Framework
Operationalising AI
Right now, most organisations are navigating a flood of AI ideas, tools, and opinions, and it's easy to feel both excited and uncertain at the same time. This page isn't a prescription or a consultancy framework; it's the practical map we've developed while building and operationalising AI inside a real business. Instead of chasing maturity as a destination, we look at progress as a series of grounded shifts across how people learn, lead, experiment, adopt, and govern AI. The model below is designed to help you orient yourself, start where you are, and recognise meaningful progress without getting lost in hype or complexity.
| AI Elements | Aware | Familiar | Practicing | Used in Anger | Embedded | Mastery |
|---|---|---|---|---|---|---|
| AI Literacy and Adoption | Basic AI awareness | Early education & curiosity | Active experimentation | AI supporting real workflows | Standardised AI practices | AI mastery & human augmentation |
| Leadership Cultivation | Isolated individual efforts | Emerging champions | Defined AI leaders forming a nucleus | Structured skill growth & internal influence | Advocacy, mentoring & cultural leadership | Autonomous AI leadership culture |
| Strategic Innovation Enablement | No strategic focus on AI | Limited experimentation mechanisms | Early pilots & exploration | Structured experimentation programs | AI integrated into business strategy | Continuous AI-driven innovation culture |
| Workforce Evolution and Adoption | Fear or replacement mindset | Isolated AI usage | AI tools introduced for tasks | AI embedded into day-to-day work | AI-first collaborative processes | Fully AI-augmented workforce |
| Ethical and Pragmatic Implementation | No ethical awareness | Early ethical concerns recognised | Initial guidelines forming | Ethics embedded into AI delivery | Proactive governance & accountability | Industry leadership in ethical AI |
Foundation — Aware & Familiar
Operationalising — Practicing & Used in Anger
Leading — Embedded & Mastery
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Practicing & Used in Anger
Operationalising
At Practicing and Used in Anger, AI moves from experimentation into real workflows. Teams are developing dedicated AI capability, running structured pilots, and integrating ethics and governance into day-to-day operations.
Embedded & Mastery
Leading
Embedded and Mastery organisations have made AI a core operating principle. Workforce augmentation is the norm, governance is proactive, and AI-driven innovation becomes a sustainable competitive advantage.
Get Started
Are you curious about how we operationalise AI?
We use AI in our business and if it's used well, can help make massive impact. We learned this the hard way, hoping this framework helps you.