Praxis Lab · The Journal

Proof we build — not just advise.

Dated, specific field notes (anonymized where required) from live AI deployments in regulated work — each tagged to a Trifecta level and lens. Long-form essays in the Journal.

In the pipeline

The first field notes.

The series launches with the site. Three examples of what you'll read here:

Level 2 · Model lens

The 70%: anatomy of an AI-driven diligence.

How post-merger liabilities were cut 70% — the architecture, the guardrails, and what nearly failed at the Counsel lens.

Level 3 · Counsel lens

What architecting frontier legal AI teaches about trusting the model.

From inside the frontier-lab work: why only 5–10% of frontier answers rate exemplary, and what that means for your deployment.

Cross-border · GCC

Data sovereignty in the Gulf: what everyone gets wrong.

Saudi localization, Vision 2030, and why Western deployments stall at the first sovereign data boundary.

The Journal

Long-form essays — where ideas are tested before they become method.

Delivered by email. The first essay: the complete Trifecta Operating Model.

No promotional mail. An essay every week or two; a field note weekly.