GRIT Model

ThinkUncommon Framework

The GRIT Model.
AI that actually sticks.

A four-stage model for building AI innovation as a permanent operating capability. Not a strategy document. A way of working.

The problem

Most organisations will adopt AI. The question is whether it will stick.

70%
of AI initiatives fail to move beyond pilot
12%
of organisations report successful AI embedding
$4.6T
projected AI investment globally by 2030

The problem is not the technology. It is the organisation.

What is GRIT?

Four stages. One repeating cycle.

GRIT operates at two levels simultaneously. At the organisation level, it describes maturity — where are you on your AI readiness journey, and which conditions are Broken, Fragile, or Strong? At the idea level, it describes delivery — every AI-enabled initiative flows through the same four stages, with the same three lenses applied at each gate. Same model, same language, different zoom level.

G
Ground
See clearly
Assess readiness across six dimensions before spending money or credibility. Most AI initiatives fail not because the idea was wrong, but because the organisation did not understand its own starting conditions.
R
Ready
Build conditions
Prioritise the right interventions before experimenting. Close the gaps that matter. Build the guardrails proportionate to the risk. Create the conditions that let experiments actually run.
I
Iterate
Experiment and learn
Run safe, fast experiments that earn the right to scale. Short cycles, quick decisions, real learning. The organisation gets smarter with every cycle, not just the team running the experiment.
T
Thread
Embed and compound
Embed what works into permanent operations. Make value stick. Each successfully threaded capability improves the next Ground assessment, creating a self-reinforcing cycle of organisational capability.

The Ground assessment

Six dimensions. Honest diagnosis.

Ground is where the diagnostic assessment lives. Six dimensions give a clear, evidence-based view of your organisation's AI readiness — not based on ambition or aspiration, but on what is actually true right now. Each dimension is scored across five maturity levels: Broken, Fragile, Functional, Strong, and Embedded.

Leadership Confidence
Does leadership trust the process enough to let experiments run?
Cultural Safety
Can teams stop an experiment without career risk?
Strategic Clarity
Does the organisation know what AI should serve?
Data & Infrastructure
Can you actually access and use your data?
Process Maturity
Are existing processes stable enough to change?
Frontline Trust
Do frontline teams believe change benefits them?

How readiness is scored

Three honest states.

Every dimension is assessed against three states. There is no judgement in the diagnosis — only clarity about what needs to happen next.

Broken
Will block or damage work. Fix before progressing. Moving forward here costs more than pausing.
Fragile
Works in calm conditions. Will crack under pressure. Proceed carefully and build support.
Strong
Robust enough to support AI innovation at pace. Use this as a foundation and amplifier.

The research is clear

Most organisations are stuck. The gap is not the technology.

74%
of companies struggle to achieve and scale value from AI investments
BCG, October 2024
2/3
of organisations remain trapped in pilot mode, unable to scale
McKinsey State of AI, 2025
2.8x
more likely to see real AI value when organisations redesign workflows, not just adopt tools
McKinsey, 2025

The blockers are consistent across every industry and company size: workflow rigidity, operating model inertia, unclear ownership, and frontline teams who were never brought into the design. The AI works. The organisation was not ready for it.

"If your pilots are not moving results, the problem is almost certainly operating model and measurement, not the model itself."McKinsey State of AI, 2025

Find out where you stand.

The GRIT self-assessment diagnoses your organisation across all six dimensions in about ten minutes. You will get a personalised pattern profile and three specific moves you can take this week.

Take the free assessment →

30 questions · 6 dimensions · Personalised results · Free

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