Key Takeaways As AI adoption scales, access to qualified AI talent is becoming a strategic constraint The global AI talent map is shifting, with emerging markets rapidly expanding their talent pools Africa is building its AI capabilities, with Egypt and Morocco emerging as relevant markets for AI teams Egypt offers talent scale, competitive costs and […]
Inside Saudi Arabia’s AI Opportunity: Three Factors Making the Kingdom Attractive to Investors
Key Takeaways Saudi Arabia has moved beyond AI funding, with the foundations needed to turn investment into AI at scale The Kingdom’s digital infrastructure is already mature, reducing a major barrier to enterprise AI adoption Its data estate is increasingly catalogued, standardized, and addressable, shifting the challenge from finding data to making it fit for […]
From Clean Data to AI-Ready Data: What Companies Must Fix Before AI Can Scale
Key Takeaways Clean data is only the starting point for AI readiness The biggest data gap may be information you never collected Data can be accurate and complete yet still be unusable for AI The goal is not perfect data, it is fit-for-purpose data Use-case-led preparation can turn months of broad data clean-up into weeks […]
Fast on AI, Slow on Value: What Is Holding the Gulf Back?
Key Takeaways The Gulf has closed the AI adoption gap and is scaling faster than global peers Very few organizations can attribute earnings to AI, despite widespread adoption Strategy and funding are not the constraint, with most reporting strong leadership backing and a well-funded roadmap The organizations capturing value share four characteristics, none of them […]
AI Hallucinations in Consulting: How Errors Reach Client Deliverables and How to Stop Them
Key Takeaways AI hallucinations in consulting are increasingly a byproduct of modern research workflows The impact can be material, with errors leading to financial loss and reputational damage AI-related errors tend to follow consistent patterns often overlooked in review processes Traditional review mechanisms are not designed to detect AI-generated inaccuracies at scale The solution is […]




