NYMM POV · Published 2026

The math of running a company just changed.

AI just made speed cheap. In Arabic and English, here is what we believe it means.

Cards Essay

Firms used to exist because doing things inside was cheaper than going outside. That math broke in 2024. AI made speed cheap. So the advantage moved — to the people who decide well. This is the short version.

In 2024 the cost of doing the work fell faster than anyone had modeled. A tool costing a couple of hundred dollars a month now does what an analyst did for twenty thousand. Governments across the region are pouring billions into AI capacity, and every serious firm is racing to keep up.

This is not a forecast. It is the ground you are already standing on. The firms that win the next decade will run on judgment, not headcount.

If your competitor can rent the same intelligence you can, having it is no longer the advantage. The edge moves to what the tools cannot do for you: reading the person across the table, seeing the shift before the market does, and getting the right person into the right room.

That is where advantage now lives — in the decisions and relationships that decide an outcome. It is exactly what we do, and the person you meet in week one is the person who delivers in week twelve.

Across Europe, the Middle East, and Africa, no two markets are the same — different rules, different regulators, and business that still moves through relationships built over years, not tenders.

A strategy translated from a London slide deck does not survive contact with the region. Someone has to read each market as it actually is, and know how it really buys. That is the work — and it is not something you can rent from a firm that flies in and leaves.

We did not build a technology practice. We built a firm that gives leaders an edge in the decisions and relationships that decide their outcomes: a behavioral read on the people who matter, foresight on what is coming across every angle, and a way in through the right relationships.

AI is one of the tools we use to do it — not the thing we sell. And we hold every call we make to a scored, on-the-record standard, so our reliability is provable, not asserted.

AI takes jobs. AI also builds businesses. The people we work with will not be left behind — they will be the ones building the next generation of regional champions, because they will read the ground better than anyone across the table.

This is what we believe. The work that follows is built on it.

Prof. Nehme Azoury, Dr. Madonna Salameh Ayanian, Michael Joseph
Co-Founders, NYMM.ai

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