Perspectives
Essays and policy submissions on production cloud delivery, AI governance and regulation from Shangar Sivananthan and Vivegavalen Vadi Valu.
AI Nation 2030 attaches dates and numbers to governance: a risk-based framework bound for legislation, a national AI Trust Function, and board-level duties for Large Public Listed Companies by 2028 and 2030.
Read the analysisA submission to the public consultation on Malaysia’s proposed Artificial Intelligence Governance Bill: the policy gaps, five operational provisions and a suggested legislative formulation.
Read the submissionWhy approved AI drifts out of control: four failure modes, the operating layer that closes them and the case for starting with one consequential use.
Read the essayThe technical checklist that separates a platform your team owns from one it merely hosts: decision records, runbooks, rehearsed recovery and an acceptance test for exit.
Read the essayExecutive implementation notes
Request the current note and identify the governance or platform issue you are examining.