News & Insights

Thinking that holds up in the boardroom.

There is no content calendar here. We publish when we have a position worth defending — and every word is written personally, not generated.

Insights

Positions worth defending.

14 Jul 2026New7 min read

The Speed Trap: the next phase of AI will not be won on speed. Boards and regulators no longer ask whether your AI works — they ask whether you can explain, govern and defend it. The real race is for legibility. Read the edition of The Signal & The Noise.

Jul 2026

Signal and noise: what agentic AI actually changes in the enterprise. Autonomy is not the breakthrough. Accountability is — and most architectures cannot carry it yet.

Jun 2026

Semantic intelligence: the domain almost nobody measures. Why organisations that skip the knowledge layer keep rebuilding the same AI project under new names.

May 2026

The UAE just set a two-year deadline for agentic AI. Sheikh Mohammed’s directive to run half of government on agentic AI is not a government story — it is the business deadline of every organisation under the same compliance pressure.

News

What is moving at Samture.

Jul 2026

The ecosystem keeps growing — deliberately. Four specialised partners joined the Samture ecosystem this month, each after our own assessment on semantic depth, delivery discipline and regulatory fitness.

May 2026

Podcast: Fix your data or fail at AI. Madelein joined the From the Edge podcast for a 42-minute conversation on why AI only works if your data does — and what that means for organisations in the GCC.

Madelein Leegwater in the From the Edge podcast studio From the Edge · podcastFix your data or fail at AIWatch the full 42-minute conversation on YouTube.