Executive Insights
When investors struggle to understand your group structure
A legal entity chart is only the beginning. Investors need to understand where the business earns, holds assets, makes commitments and moves cash.
What your first twelve weeks with AI should prove
A twelve week pilot can test an investment case. Here is how to assess business value, full costs and the evidence needed before expanding.
Choosing KPIs that help leaders make decisions
A useful KPI needs a clear definition and a decision attached to it. Distinguish the measure from its target and test what the number may conceal.
Who is accountable when an AI system gets it wrong
Before approving an AI use, establish who owns the outcome, what users can rely on and who can suspend the system when something goes wrong.
Fixing the handovers that keep work stuck
Before changing the organisation chart, follow one delayed outcome across teams. The point where work stops often reveals the intervention needed.
Choosing where to start with AI
Compare proposed AI uses by business need, available evidence and manageable risk. Choose a first test that can answer a useful investment question.
Connecting Vision 2030 ambitions to investment decisions
For organisations pursuing opportunities linked to Saudi Vision 2030, strategic alignment is the beginning of the investment case. Delivery still needs evidence.
Recovering a transformation across a GCC group
A group transformation must work across actual entities, systems and decision rights. Diagnose the operating conditions before prescribing a recovery.