AI Engineer · August 28, 2026

AI-Native Organisations Run on Skills: How to Structure and Scale Them — Imad Touil, QuantumBlack

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Why it matters

Imad Touil opens with a show of hands. Who has built a skill? Most of the room. Who shares them with their team? Fewer. Who governs and maintains them across the organization? A handful. That collapsing sequence is the talk, because he argues skills are where an organization's actual know how ends up living.

My takeaway: AI-Native Organisations Run on Skills: How to Structure and Scale Them — Imad Touil, QuantumBlack is an enterprise-adoption signal. The practical read is to watch how deployment scale, data boundaries, operational ownership, and platform controls change as AI moves out of experiments.

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