Enterprise Risk Management
AI GRC Is Becoming the Backbone of Responsible AI in Business
When a global bank like JPMorgan deploys more than 300 AI use cases used by 140,000 employees across fraud detection, risk management, and document processing, it tells you exactly where AI stands today. It is embedded in underwriting models, fraud detection systems, recruitment tools, customer service bots, and operational workflows that influence daily decisions. Choices […]
Cyber Risk in 2026: Why CISOs Can’t Skip a Posture Assessment
When a hacker group put up one terabyte of Saudi Aramco data for sale on the dark web in 2021, the world sat up and took notice. The oil giant did not officially confirm a breach of its internal systems, but it did acknowledge that sensitive information tied to its operations and employees had been […]
Implementing AI Governance for Financial Services in the UAE
AI Governance for Financial Services: A Practical Blueprint for UAE Chief Risk Officers In recent years, risk and governance have risen to the top of executive agendas in financial services. According to a 2025 World Economic Forum report, nearly 60 percent of financial institutions identify governance and risk management as the most critical priorities for […]
Risk Aggregation – Purpose, Challenges & Approaches
Introduction The nature of risk management is perpetually evolving which is of course, natural, as practitioners seek to drive improvements through either rethinking existing practices or through innovation. One such area on which there is often no overall agreement, is that of risk aggregation. There are few studies on this issue and neither ISO nor […]
Risk Appetite – Framework & Approaches
Introduction For banks or financial institutions, risk appetite is a particularly important component of an end-to end risk management framework. It needs to be supported by other risk management components, such as a comprehensive risk taxonomy, robust risk identification and assessment processes, data and analytics capabilities, and a risk aggregation and prioritization logic based on […]
Key Indicators: KPI, KRI, KCI
KPIs, KRIs, KCIs… It’s easy to get tangled in the alphabet soup 🥣 of metrics. While each of these ‘K & Is’ plays a distinct role in your organisation’s success, they are all ultimately just indicators serving a different purpose. ⬇ Here’s the breakdown: 🔹 KPIs (Key Performance Indicators) – These metrics keep score of […]
Controls: The Good, the Bad & the Ugly
Necessities for Effective Risk Management What is it? A control is any action taken by management, the board, and other parties to manage risk and increase the likelihood that established objectives and goals will be achieved. (Source: IIA/IPPF) There may be different definitions, but I personally like this one as it includes all the key […]
Risk Governance: What is it, Why does it matter & What does it involve?
What is it? Governance refers to the framework of rules, practices, processes, and structures by which an organisation is directed and controlled. It encompasses the mechanisms through which the objectives of the organisation are set, monitored, and achieved, while also ensuring accountability to stakeholders. Risk governance is a subset of overall governance that focuses specifically […]