THE AI INNOVATION SYSTEM
Focus AI on value. Deliver outcomes, not pilots.
Gain clarity on which ideas will achieve your goals. Identify the enablers that improve implementation.
For ambitious leaders and innovation teams that want to realise the potential of AI.
• Taught at business schools • Road tested with corporate leaders
Most AI projects fail
Not for lack of ideas or effort. The same three failures repeat.
Ideas
Workshops generate ideas that never connect to value.
Pilots
Pilots work in the lab and never reach the business.
Delivery
Barriers to deployment and adoption go unplanned.
THE FOUR STAGES
Explore. Develop. Test. Deploy.
Innovation is about reducing risk and improving outcomes. Avoid guesswork and use a method that aligns your team and sharpens every decision.
Stage 01
Explore
Find where value is lost, and prove it with evidence.
Stage 02
Develop
Design an AI solution to the problem you have proved.
Stage 03
Test
Check the idea is viable before you commit investment.
Stage 04
Deploy
Remove the barriers that stall deployment and adoption.
Each stage hands to the next. Explore proves the problem, Develop answers it, Test checks the answer, Deploy clears the way.
AI INNOVATION FRAMEWORK
See where your advantage is built
Every business runs on two engines around one Value Core: what you do, and how you win and serve. The framework puts them on a single view. You see where your advantage comes from, where AI can strengthen it, and where value leaks.
Three levels of innovation
Efficiency, growth, or a position competitors cannot copy. Choose where to aim.
FRICTION CARDS
Common problems you’ll recognise
Don’t start from a blank page.
These are the top problems organisations face, drawn from research. The friction cards name the most common ways value is lost. Each card states a problem and links it to the value of solving it. Find a problem in the deck you want to solve.
Use the friction cards to spot where AI can add value.
