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KOGNOSYS FIELD NOTES

Clear thinking for
governed enterprise AI.

Practical guidance for technology, risk and compliance leaders building AI that remains private, permission-aware and accountable.

LATEST / 10 FIELD NOTES

Research and guidance
for consequential AI.

MALAYSIA / POLICY22 AUG 20268 MIN READ

Malaysia’s proposed AI Governance Bill: what enterprises should prepare now.

The 2026 consultation is not yet law, but it clearly raises the standard for AI inventory, accountability and evidence.

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Kuala Lumpur illuminated at night
01PHOTO · Habib Ilmi / UNSPLASHMALAYSIA
AI GOVERNANCE
02MALAYSIA / STRATEGY
Kuala Lumpur skyline combining historic and modern architecturePHOTO · Artem Korolev / UNSPLASH
20 AUG 20267 MIN READ

Malaysia’s National AI Action Plan 2026–2030: the enterprise governance agenda.

What AI Nation 2030 means for organisations building trusted, locally accountable and high-impact AI.

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03MALAYSIA / AIGE
Leadership team discussing strategy around a conference tablePHOTO · Beatriz Cattel / UNSPLASH
17 AUG 20269 MIN READ

Malaysia AIGE: turning seven responsible AI principles into operating controls.

A practical enterprise interpretation of Malaysia’s National Guidelines on AI Governance and Ethics.

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04ASEAN / GENERATIVE AI
Abstract network of illuminated screens in darknessPHOTO · Johnny Guitar / UNSPLASH
13 AUG 20268 MIN READ

The ASEAN Generative AI Guide: six risks enterprise teams must operationalise.

A control-focused reading of ASEAN’s expanded guidance for trustworthy generative AI deployment.

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05ASEAN / AGENTIC AI
Digital grid extending into a central pointPHOTO · Rick Rothenberg / UNSPLASH
09 AUG 20268 MIN READ

Agentic AI governance in ASEAN: autonomy needs boundaries, checkpoints and proof.

What Singapore’s 2026 framework means for enterprises deploying agents across Southeast Asia.

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06MALAYSIA / FINANCE
Modern corporate architecture with strong lines and shadowsPHOTO · Sebastian Schuster / UNSPLASH
05 AUG 20269 MIN READ

AI governance for Malaysian financial services: trust belongs on the board agenda.

How BNM’s 2025–2026 direction changes the control expectations for models, agents and financial decisions.

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07MALAYSIA / SOVEREIGN AI
Network cables connected inside a data centrePHOTO · Taylor Vick / UNSPLASH
01 AUG 20269 MIN READ

Sovereign AI in Malaysia: control means more than data residency.

A practical control model for law, data, infrastructure, models, organisational memory and accountable action.

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08BUYER’S GUIDE
Ethernet connections on enterprise network equipmentPHOTO · Manuel Luikenga / UNSPLASH
21 AUG 20268 MIN READ

How to evaluate sovereign AI without buying a promise.

Seven architectural questions that reveal whether control is real—or disappears after the sales presentation.

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09PLATFORM BRIEF
Modern workspace with computers and organised knowledge toolsPHOTO · Caroline Badran / UNSPLASH
18 AUG 20266 MIN READ

The governed memory layer: from knowledge to accountable action.

A concise map of how scoped knowledge, intelligent routing, agents, skills and audit evidence work together.

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10GOVERNANCE NOTE
Network testing equipment measuring a data connectionPHOTO · Ildefonso Polo / UNSPLASH
14 AUG 20267 MIN READ

From policy to incident timeline: why reconstruction cannot wait.

The evidence an organisation needs before an AI incident becomes a reporting deadline.

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