Perspectives
Perspectives
Written by the principals under their own names: Vivegavalen Vadi Valu on AI governance and regulation, John Nathan on cloud and data delivery. Executive implementation notes are circulated privately and are available on request.
A purpose-anchored runtime governance duty for high-impact AI
My submission to the public consultation on Malaysia’s proposed AI Governance Bill (UPC Consultation No. 234): the policy gaps, five operational provisions, and a suggested legislative formulation.
AI fails in production, not on paper
Why approved AI drifts out of control: the four failure modes, the operating layer that closes them, and the case for starting with one consequential use.
What happens the day the consultants leave
The technical checklist that separates a platform your team owns from one it merely hosts: decision records, runbooks bound to alarms, rehearsed recovery, and the acceptance test that gates our exit.