AI VALUE
The question is not whether AI can create value. It can. The question is where it can create the most.
AI can transform how organisations operate, improve efficiency and create new opportunities. The challenge is knowing where its impact will matter most.
INVESTMENT
A successful AI pilot can still be a failed investment.
Technical success and business justification are not the same thing.
INDEPENDENCE
If every idea survives your AI assessment, it is probably a sales process.
A credible decision process must be capable of recommending that nothing should be built.
TECHNOLOGY FIT
NOT-AI may be the most valuable answer.
A real business problem does not automatically require an AI solution.
BUILD VS BUY
Sometimes the best AI recommendation is software that already exists.
Building should be a decision, not an assumption.
READINESS
A technically viable AI initiative can still fail in an organisation that cannot absorb the change.
Technology readiness and organisational readiness are not the same thing.
PROBLEM DEFINITION
A sophisticated answer cannot rescue a poorly defined problem.
Better models do not compensate for weak framing.
