Stage 1
Deployed
AI access exists, but adoption and value are unclear.
Primary need: Establish a baseline across people, teams, and workflows.
AI Transformation
Move from AI deployment to measurable transformation.
PromptLeash helps leaders understand where adoption stands, decide what to improve next, and build credible evidence that AI is changing the organisation.
Maturity Model
Transformation is visible in how work changes.
The stages describe observable organisational behaviour. They do not assume that tool access or activity alone equals impact.
Stage 2
In Use
Usage exists, but it is inconsistent, shallow, or uneven.
Primary need: Improve breadth, capability, and repeat use.
Stage 3
Adopted
Priority teams use AI repeatedly in meaningful work.
Primary need: Identify what works and scale it deliberately.
Stage 4
Embedded
AI changes how important workflows are performed.
Primary need: Govern, optimise, and improve the new way of working.
Stage 5
Transforming
Progress is connected to business outcomes and decisions.
Primary need: Prove impact and compound improvement over time.
Improvement Cycle
Measurement becomes useful when it changes the next decision.
01
Assess
Where are we now?
Create a clear baseline of adoption signals, capability, workflow integration, governance, and cost.
Output: A shared view of the current state
02
Benchmark
What does good look like?
Put current performance in context and make the most important gaps visible.
Output: A defensible view of strengths and gaps
03
Prioritise
What should move next?
Focus effort on the teams, behaviours, and workflows where improvement matters most.
Output: A practical improvement roadmap
04
Improve
Are behaviours changing?
Guide adoption, reinforce effective use, and track whether important work is changing.
Output: Visible movement in priority areas
05
Prove
What did transformation achieve?
Give leaders evidence they can use to direct investment, governance, and the next cycle.
Output: Board-ready progress and impact evidence
Start With a Baseline
Make the next AI decision with better evidence.
PromptLeash brings adoption evidence, opportunity analysis, and transformation priorities into one clear operating view.