Writing

On compliance, regulated AI, audit readiness, and the work of building defensible infrastructure for regulated institutions. Includes research from ProfytAI.


Regulated AI Featured
Defensibility Will Define the Next Decade of Regulated AI

In regulated institutions, the test of AI is not whether it can produce an impressive answer. It is whether the institution can defend that answer when someone asks where it came from, who approved it, and whether it can be reproduced.

Jun 2026
Compliance Featured
Audit Readiness Is Becoming an Operating Baseline, Not an Event

Regulation is not just documents. It is operational data. When obligations, controls, and evidence are maintained as a system, audit readiness stops being a scramble and becomes a baseline you hold between reviews.

Jun 2026
Research Featured
Documented Is Not Defensible ↗

Why BSP, AMLC, and FATF now judge Philippine banks on what they can demonstrate, not what they document. A ProfytAI white paper.

Jun 2026