Data-driven briefings on how artificial intelligence is reshaping the industries we build and back. We read the frontier as investors in the green economy — separating what's projected from what's real, and following the numbers to where AI amplifies human work rather than replacing it.
Six trillion dollars of compute for a labor shock that hasn't arrived yet. The full data picture — who wins, who loses, and why exposure isn't displacement. Sourced to McKinsey, Goldman Sachs, IMF, WEF, PwC & BLS.
Humanity began in abundance and invented scarcity. As AI & robotics drive the cost of our needs toward zero, we return to where we started — with the models and a dated timeline for when.
Mobile phones let developing countries skip landlines. AI & robotics let them skip roads, bank branches, and grids. The thesis, with Egypt as the proof.
Health starts from an 11-million-worker shortage, so AI's first job is to give clinicians their hours back — while AI wellness moves care beyond the clinic. Ties to Kinetic & My Peptides AI.
Autonomy is real but tiny; the near-term win is AI orchestrating how people and goods move — amid a driver shortage, not a surplus. Ties to CorC.
The largest absolute job growth on earth sits in agriculture — and AI is the sensing-and-decision layer that makes each acre more productive. Ties to My Farm AI & Jul Medjool.
Cairo congestion costs ~4% of GDP. AI coordination beats concrete. Ties to CorC.
Inclusion tripled 27%→76% in 8 years, on phones. AI reaches the last unbanked quarter.
0.67 doctors per 1,000 and a brain drain abroad. AI + telemedicine extend scarce experts.
Only 3.1% arable and acute water scarcity. Precision AI is existential. Ties to My Farm AI.
Drones + AI: yield gains proven abroad, and a real-time view of the food economy for the state. Ties to My Farm AI.
Benban is a world-scale solar park. AI micro-grids electrify where the grid never reached.
25.8M students, class sizes up to 120. AI tutors deliver quality teaching in Arabic.
Egypt jumped 47 places to 22nd globally in digital government. AI is the next layer.
Manufacturing is 16% of GDP; e-commerce heads to $20B by 2030. Build AI-native, skip the slow climb.