Frameworks and instruments

EW-AiRM™
Enterprise-wide
AI Risk Management

EW-AiRM™ Enterprise-Wide AI Risk Management logo

A practitioner-grade framework spanning three layers: Strategic (six pillars), Operational (mapped to the MIT AI Risk Repository), and Resilience (eight AI Black Swan categories), with five Non-Negotiables at its core.

Framework, tools and assessments at ewairm.com

Ethics, conduct and risk

HAiPECR™

HAiPECR™ (the Human-Ai Paradigm for Ethics, Conduct and Risk) brings seven dimensions of ethical oversight across all three EW-AiRM™ layers. It has been listed on the OECD AI Policy Observatory since April 2023.

Read about HAiPECR™ on ewairm.com

Research lineage

Lineage

Global Conduct Risk Paradigm (2015) Universal Conduct Risk Paradigm (UNECE WP.6, 2017) HAiPECR™ (2023) EW-AiRM™

At enterprise level, the UNECE Common Regulatory Arrangement (ECE/TRADE/486, 2024) is the regulatory-side counterpart within this lineage.

EW-AiRM™ Enterprise-Wide AI Risk Management framework

International governance

Sovereign AI

Our founder co-authored Sovereign AI in Base of the Pyramid Markets (Vol 2), gifted in print to all 193 UN Member State delegations at UNGA 81, and advises governments and development institutions on sovereign AI governance under EW-AiRM™.

Front cover of Enterprise-Wide AI Risk Management by Markus Krebsz
Front cover

The forthcoming book

Enterprise-wide
AI Risk Management

Wiley Finance, publishing 12 November 2026, by Prof. Markus Krebsz.

Book, forewords and endorsements at ewairm.com