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Intelligence at Scale: The Next Great Shift in Organizational Processes
Reimagining Everyday Processes with Intelligence We’re at a tipping point where intelligence is no longer the exclusive domain of humans. Large Language Models (LLMs) have exploded in size—from a few million parameters in 2012 to many billions today—and they’re being embedded across everyday business processes. The question: do we still need the same rigid protocols and escalation paths when machines can interpret context and respond dynamically? This shift is massive. Tradit
Vivek Gupta
May 26
AI Insights: Key Global Developments in March 2026
W elcome to the March 2026 edition of our global AI update. The period from late February into mid-March saw AI moving from theory into practice. New model releases grabbed headlines (see OpenAI’s GPT-5.4 below), but the bigger story was how AI is being embedded into real-world systems and infrastructure. Tech leaders announced large-scale compute projects, cloud partnerships and enterprise rollouts, while regulators clarified rules for transparency and sovereignty. In shor
Staff Correspondent
Mar 18
Don’t Over-Complicate Responsible AI: A Pragmatic Starter Guide
Why this post? Every month seems to bring a new “must-read” AI-governance framework, and many teams freeze—waiting until they’ve read them all. Over the past few weeks I: Completed two ISO 42001 courses (AIQI & BSI) Re-read the NIST AI Risk-Management Framework (AI RMF) Studied BABL AI’s 2023 governance report and, during an Algorithmic Bias Lab Q&A, asked Dr Shea Brown what he would do on Day 1 as Responsible-AI Officer for a company that provides high-risk AI systems in
Ayşegül Güzel
Mar 12
RECENT POSTS
The UK Wants Its Own AI
We're so used to hearing about OpenAI, Anthropic, and Google racing to build better AI models that we rarely stop to think about who actually controls them. The recent news coming out of the UK feels a little different. Instead of focusing on building the smartest AI, the country seems to be focused on building its own. British AI company Cosine has brought together some of the UK's biggest organisations, including BT, Lloyds Banking Group, NatWest, PwC, London Stock Exchange
Ankita Tiwari
1 day ago
New MRM Supervisory Guidance SR 26-2: 10 Subtle Shifts You Need to Know
Note- This article is the expansion of the original article authored by Naresh Raheja, "New MRM Supervisory Guidance SR 26-2: 10 Subtle Shifts You Need to Know" On April 17, 2026, U.S. banking regulators- including the Federal Reserve Board, the Federal Deposit Insurance Corporation, and the Office of the Comptroller of the Currency- jointly issued SR 26-2, also published under OCC Bulletin 2026-13. This revised supervisory guidance formally supersedes and replaces SR 11-7,
Naresh Raheja
Jun 7
Perplexity Could Own the Future of AI
Perplexity AI has emerged as a dark horse in the chatbot race- excelling not by pushing raw benchmark scores, but by optimizing for trust and reliability. A recent study by Legal Guardian Digital found Perplexity had the lowest hallucination rate (13%) of any major AI assistant and maintained 100% uptime during testing. By contrast, household names like ChatGPT had much higher error rates (~30%) and lower reliability. To put it simply, when it came to “getting everyday wor
Ankita Tiwari
Jun 4
WEEKLY TOP
Replicating Portfolios in Banking: A Literature Review on Asset-Liability Management, Interest Rate Risk, Liquidity Risk, and Funds Transfer Pricing
Banks face significant challenges in managing liabilities without contractual maturities—such as demand deposits and savings accounts—due...
Chih Chen
May 8, 2025
The Future of Risk: Emerging Themes in Reinsurance
The reinsurance sector is undergoing a structural transformation as it grapples with an increasingly complex and interconnected global...
David Withnell
Apr 21, 2025
FRTB compliance: Options for banks with small trading books in the United Arab Emirates
The Fundamental Review of the Trading Book (FRTB) is a flagship market risk regulation that is a game changer for financial institutions. For FRTB compliance, banks in the United Arab Emirates (UAE) have a choice between the Internal Model Approach (IMA) and the Standardised Approach (SA). Within the SA, banks can use the advanced approach based on risk sensitivities or a simplified standardised approach (SSA). The decision for FRTB compliance should be thought through care
Ram Ananth
Mar 23, 2025
EDITOR'S PICK
RECENT POSTS
Intelligence at Scale: The Next Great Shift in Organizational Processes
Reimagining Everyday Processes with Intelligence We’re at a tipping point where intelligence is no longer the exclusive domain of humans. Large Language Models (LLMs) have exploded in size—from a few million parameters in 2012 to many billions today—and they’re being embedded across everyday business processes. The question: do we still need the same rigid protocols and escalation paths when machines can interpret context and respond dynamically? This shift is massive. Tradit
Vivek Gupta
May 26
AI Insights: Key Global Developments in March 2026
W elcome to the March 2026 edition of our global AI update. The period from late February into mid-March saw AI moving from theory into practice. New model releases grabbed headlines (see OpenAI’s GPT-5.4 below), but the bigger story was how AI is being embedded into real-world systems and infrastructure. Tech leaders announced large-scale compute projects, cloud partnerships and enterprise rollouts, while regulators clarified rules for transparency and sovereignty. In shor
Staff Correspondent
Mar 18
Don’t Over-Complicate Responsible AI: A Pragmatic Starter Guide
Why this post? Every month seems to bring a new “must-read” AI-governance framework, and many teams freeze—waiting until they’ve read them all. Over the past few weeks I: Completed two ISO 42001 courses (AIQI & BSI) Re-read the NIST AI Risk-Management Framework (AI RMF) Studied BABL AI’s 2023 governance report and, during an Algorithmic Bias Lab Q&A, asked Dr Shea Brown what he would do on Day 1 as Responsible-AI Officer for a company that provides high-risk AI systems in
Ayşegül Güzel
Mar 12
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Global Head of Operational, Technology and Cyber Risk
at Standard Chartered
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Board Advisor
at Surya Fintech
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Revolutionizing Risk, Regulations, and AI: Introducing Riskinfo.ai
Riskinfo.ai: Revolutionizing Risk, Regulations, and AI Knowledge Sharing
Revolutionizing Risk, Regulations, and AI: Introducing Riskinfo.ai
Introducing Riskinfo.ai: Your Go-To Resource for Risk, Regulations, and AI
Replicating Portfolios in Banking: A Literature Review on Asset-Liability Management, Interest Rate Risk, Liquidity Risk, and Funds Transfer Pricing
Banks face significant challenges in managing liabilities without contractual maturities—such as demand deposits and savings accounts—due...
Chih Chen
May 8, 2025
The Future of Risk: Emerging Themes in Reinsurance
The reinsurance sector is undergoing a structural transformation as it grapples with an increasingly complex and interconnected global...
David Withnell
Apr 21, 2025
FRTB compliance: Options for banks with small trading books in the United Arab Emirates
The Fundamental Review of the Trading Book (FRTB) is a flagship market risk regulation that is a game changer for financial institutions. For FRTB compliance, banks in the United Arab Emirates (UAE) have a choice between the Internal Model Approach (IMA) and the Standardised Approach (SA). Within the SA, banks can use the advanced approach based on risk sensitivities or a simplified standardised approach (SSA). The decision for FRTB compliance should be thought through care
Ram Ananth
Mar 23, 2025
Wings , Stress Testing & the CEO
A story 📖 Imagine you have a new idea. It could be great – some sort of innovation , or new project type, something that the client...
Anna Slodka-Turner
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Integrating AI and Human Expertise in Strategic Risk Management – the Cyborg Approach
There are many developments concerning AI products that rattle the markets such as DeepSeek unveiling, , allegations of cheating ,...
Alla Gil
Feb 10, 2025
EDITOR'S PICK
EDITOR'S PICK
Intelligence at Scale: The Next Great Shift in Organizational Processes
Reimagining Everyday Processes with Intelligence We’re at a tipping point where intelligence is no longer the exclusive domain of humans. Large Language Models (LLMs) have exploded in size—from a few million parameters in 2012 to many billions today—and they’re being embedded across everyday business processes. The question: do we still need the same rigid protocols and escalation paths when machines can interpret context and respond dynamically? This shift is massive. Tradit
Vivek Gupta
May 26
AI Insights: Key Global Developments in March 2026
W elcome to the March 2026 edition of our global AI update. The period from late February into mid-March saw AI moving from theory into practice. New model releases grabbed headlines (see OpenAI’s GPT-5.4 below), but the bigger story was how AI is being embedded into real-world systems and infrastructure. Tech leaders announced large-scale compute projects, cloud partnerships and enterprise rollouts, while regulators clarified rules for transparency and sovereignty. In shor
Staff Correspondent
Mar 18
Don’t Over-Complicate Responsible AI: A Pragmatic Starter Guide
Why this post? Every month seems to bring a new “must-read” AI-governance framework, and many teams freeze—waiting until they’ve read them all. Over the past few weeks I: Completed two ISO 42001 courses (AIQI & BSI) Re-read the NIST AI Risk-Management Framework (AI RMF) Studied BABL AI’s 2023 governance report and, during an Algorithmic Bias Lab Q&A, asked Dr Shea Brown what he would do on Day 1 as Responsible-AI Officer for a company that provides high-risk AI systems in
Ayşegül Güzel
Mar 12
RECENT POSTS
Intelligence at Scale: The Next Great Shift in Organizational Processes
Reimagining Everyday Processes with Intelligence We’re at a tipping point where intelligence is no longer the exclusive domain of humans. Large Language Models (LLMs) have exploded in size—from a few million parameters in 2012 to many billions today—and they’re being embedded across everyday business processes. The question: do we still need the same rigid protocols and escalation paths when machines can interpret context and respond dynamically? This shift is massive. Tradit
Vivek Gupta
May 26
AI Insights: Key Global Developments in March 2026
W elcome to the March 2026 edition of our global AI update. The period from late February into mid-March saw AI moving from theory into practice. New model releases grabbed headlines (see OpenAI’s GPT-5.4 below), but the bigger story was how AI is being embedded into real-world systems and infrastructure. Tech leaders announced large-scale compute projects, cloud partnerships and enterprise rollouts, while regulators clarified rules for transparency and sovereignty. In shor
Staff Correspondent
Mar 18
Don’t Over-Complicate Responsible AI: A Pragmatic Starter Guide
Why this post? Every month seems to bring a new “must-read” AI-governance framework, and many teams freeze—waiting until they’ve read them all. Over the past few weeks I: Completed two ISO 42001 courses (AIQI & BSI) Re-read the NIST AI Risk-Management Framework (AI RMF) Studied BABL AI’s 2023 governance report and, during an Algorithmic Bias Lab Q&A, asked Dr Shea Brown what he would do on Day 1 as Responsible-AI Officer for a company that provides high-risk AI systems in
Ayşegül Güzel
Mar 12
Intelligence at Scale: The Next Great Shift in Organizational Processes
Reimagining Everyday Processes with Intelligence We’re at a tipping point where intelligence is no longer the exclusive domain of humans. Large Language Models (LLMs) have exploded in size—from a few million parameters in 2012 to many billions today—and they’re being embedded across everyday business processes. The question: do we still need the same rigid protocols and escalation paths when machines can interpret context and respond dynamically? This shift is massive. Tradit
Vivek Gupta
May 26
AI Insights: Key Global Developments in March 2026
W elcome to the March 2026 edition of our global AI update. The period from late February into mid-March saw AI moving from theory into practice. New model releases grabbed headlines (see OpenAI’s GPT-5.4 below), but the bigger story was how AI is being embedded into real-world systems and infrastructure. Tech leaders announced large-scale compute projects, cloud partnerships and enterprise rollouts, while regulators clarified rules for transparency and sovereignty. In shor
Staff Correspondent
Mar 18
Don’t Over-Complicate Responsible AI: A Pragmatic Starter Guide
Why this post? Every month seems to bring a new “must-read” AI-governance framework, and many teams freeze—waiting until they’ve read them all. Over the past few weeks I: Completed two ISO 42001 courses (AIQI & BSI) Re-read the NIST AI Risk-Management Framework (AI RMF) Studied BABL AI’s 2023 governance report and, during an Algorithmic Bias Lab Q&A, asked Dr Shea Brown what he would do on Day 1 as Responsible-AI Officer for a company that provides high-risk AI systems in
Ayşegül Güzel
Mar 12
RECENT POSTS
The UK Wants Its Own AI
We're so used to hearing about OpenAI, Anthropic, and Google racing to build better AI models that we rarely stop to think about who actually controls them. The recent news coming out of the UK feels a little different. Instead of focusing on building the smartest AI, the country seems to be focused on building its own. British AI company Cosine has brought together some of the UK's biggest organisations, including BT, Lloyds Banking Group, NatWest, PwC, London Stock Exchange
Ankita Tiwari
1 day ago
New MRM Supervisory Guidance SR 26-2: 10 Subtle Shifts You Need to Know
Note- This article is the expansion of the original article authored by Naresh Raheja, "New MRM Supervisory Guidance SR 26-2: 10 Subtle Shifts You Need to Know" On April 17, 2026, U.S. banking regulators- including the Federal Reserve Board, the Federal Deposit Insurance Corporation, and the Office of the Comptroller of the Currency- jointly issued SR 26-2, also published under OCC Bulletin 2026-13. This revised supervisory guidance formally supersedes and replaces SR 11-7,
Naresh Raheja
Jun 7
Perplexity Could Own the Future of AI
Perplexity AI has emerged as a dark horse in the chatbot race- excelling not by pushing raw benchmark scores, but by optimizing for trust and reliability. A recent study by Legal Guardian Digital found Perplexity had the lowest hallucination rate (13%) of any major AI assistant and maintained 100% uptime during testing. By contrast, household names like ChatGPT had much higher error rates (~30%) and lower reliability. To put it simply, when it came to “getting everyday wor
Ankita Tiwari
Jun 4
WEEKLY TOP
Replicating Portfolios in Banking: A Literature Review on Asset-Liability Management, Interest Rate Risk, Liquidity Risk, and Funds Transfer Pricing
Banks face significant challenges in managing liabilities without contractual maturities—such as demand deposits and savings accounts—due...
Chih Chen
May 8, 2025
The Future of Risk: Emerging Themes in Reinsurance
The reinsurance sector is undergoing a structural transformation as it grapples with an increasingly complex and interconnected global...
David Withnell
Apr 21, 2025
FRTB compliance: Options for banks with small trading books in the United Arab Emirates
The Fundamental Review of the Trading Book (FRTB) is a flagship market risk regulation that is a game changer for financial institutions. For FRTB compliance, banks in the United Arab Emirates (UAE) have a choice between the Internal Model Approach (IMA) and the Standardised Approach (SA). Within the SA, banks can use the advanced approach based on risk sensitivities or a simplified standardised approach (SSA). The decision for FRTB compliance should be thought through care
Ram Ananth
Mar 23, 2025
EDITOR'S PICK
Riskinfo.ai: Revolutionizing Risk, Regulations, and AI Knowledge Sharing
Revolutionizing Risk, Regulations, and AI: Introducing Riskinfo.ai
Introducing Riskinfo.ai: Your Go-To Resource for Risk, Regulations, and AI
Replicating Portfolios in Banking: A Literature Review on Asset-Liability Management, Interest Rate Risk, Liquidity Risk, and Funds Transfer Pricing
Banks face significant challenges in managing liabilities without contractual maturities—such as demand deposits and savings accounts—due...
Chih Chen
May 8, 2025
The Future of Risk: Emerging Themes in Reinsurance
The reinsurance sector is undergoing a structural transformation as it grapples with an increasingly complex and interconnected global...
David Withnell
Apr 21, 2025
EDITOR'S PICK
The UK Wants Its Own AI
We're so used to hearing about OpenAI, Anthropic, and Google racing to build better AI models that we rarely stop to think about who actually controls them. The recent news coming out of the UK feels a little different. Instead of focusing on building the smartest AI, the country seems to be focused on building its own. British AI company Cosine has brought together some of the UK's biggest organisations, including BT, Lloyds Banking Group, NatWest, PwC, London Stock Exchange
Ankita Tiwari
1 day ago
New MRM Supervisory Guidance SR 26-2: 10 Subtle Shifts You Need to Know
Note- This article is the expansion of the original article authored by Naresh Raheja, "New MRM Supervisory Guidance SR 26-2: 10 Subtle Shifts You Need to Know" On April 17, 2026, U.S. banking regulators- including the Federal Reserve Board, the Federal Deposit Insurance Corporation, and the Office of the Comptroller of the Currency- jointly issued SR 26-2, also published under OCC Bulletin 2026-13. This revised supervisory guidance formally supersedes and replaces SR 11-7,
Naresh Raheja
Jun 7
WEEKLY TOP
Navigating the New Age of Risks: Integration over Isolation, Expertise over Convention
Did you know that organizations today can easily identify over 500 distinct risk types in their libraries? Add to this the complexity of overlapping control matrices, hundreds of policies, and SOPs that read like novels. As businesses grow, risk landscapes also evolve—from startups requiring agility to mature organizations contending with intricate ecosystems and complexities. Simplification and Integration: The Core Challenges The true challenge of risk management lies in si
Deepak Kumar Bhatter
Nov 20, 20243 min read
The Absolute Luxury of a Blank Sheet of Paper: Building a Risk Management Framework for a Financial Services Startup
No legacy systems, no “that’s how we’ve always done it,” and absolutely no pre-existing constraints. Just a blank screen, a fresh...
David Withnell
Nov 20, 20245 min read
Navigating the Labyrinth: AI Regulation in the Healthcare Industry
We examine the imperative of establishing stringent AI regulations in the healthcare industry, focusing on the ethical, legal, and safety challenges brought about by AI's transformative impact on areas such as diagnostics and personalized treatments. The healthcare industry stands at the precipice of a revolution driven by artificial intelligence (AI). From medical diagnosis and treatment to drug discovery and personalized care, AI promises to transform healthcare delivery a
Staff Correspondent
Jan 16, 20243 min read
"The Regulatory Road Ahead: Anticipating AI's Impact on Compliance"
Peer into the future of regulatory compliance in the age of AI. Discuss potential regulatory developments and how businesses can...
Staff Correspondent
Dec 6, 20231 min read
"Risk Intelligence 2.0: AI-Driven Insights for Strategic Decision-Making"
Journey into the next generation of risk intelligence with AI. Explore how organizations are leveraging artificial intelligence to...
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Dec 6, 20231 min read
"Compliance in the Digital Age: AI-Powered Regulatory Solutions"
Explore the transformative impact of AI on regulatory compliance. Discover innovative solutions that harness the power of artificial...
Staff Correspondent
Dec 6, 20231 min read
RISK
Why Sphaghetti and Business Don’t Mix?
While Spaghetti may be some people’s favourite food, I don’t think anyone would like it on their keyboard. Even worse, it’s probably nobody’s taste for their bank’s business architecture. Nevertheless, even after years of investment in ‘digital transformation’, this seems to be the state of play at many financial institutions around the world. Think this may not be the most important problem to fix, right now? - Here are a few recent UK banking outages and Losses Due to unst
REGULATION
AI
The UK Wants Its Own AI
We're so used to hearing about OpenAI, Anthropic, and Google racing to build better AI models that we rarely stop to think about who actually controls them. The recent news coming out of the UK feels a little different. Instead of focusing on building the smartest AI, the country seems to be focused on building its own. British AI company Cosine has brought together some of the UK's biggest organisations, including BT, Lloyds Banking Group, NatWest, PwC, London Stock Exchange
Ankita Tiwari
1 day ago4 min read
Perplexity Could Own the Future of AI
Perplexity AI has emerged as a dark horse in the chatbot race- excelling not by pushing raw benchmark scores, but by optimizing for trust and reliability. A recent study by Legal Guardian Digital found Perplexity had the lowest hallucination rate (13%) of any major AI assistant and maintained 100% uptime during testing. By contrast, household names like ChatGPT had much higher error rates (~30%) and lower reliability. To put it simply, when it came to “getting everyday wor
Ankita Tiwari
Jun 45 min read
Intelligence at Scale: The Next Great Shift in Organizational Processes
Reimagining Everyday Processes with Intelligence We’re at a tipping point where intelligence is no longer the exclusive domain of humans. Large Language Models (LLMs) have exploded in size—from a few million parameters in 2012 to many billions today—and they’re being embedded across everyday business processes. The question: do we still need the same rigid protocols and escalation paths when machines can interpret context and respond dynamically? This shift is massive. Tradit
Vivek Gupta
May 264 min read
Navigating the AI Revolution in Banking: The Data-First Approach
It seems like every bank and financial institution (FI) is racing to implement AI. From enhancing fraud detection to personalizing customer experiences, the promised benefits are huge. But as someone who helps banks and FIs make the best use of technology, I see a disturbing trend: firms are jumping into the deep end without knowing how to swim. A recent MIT report, "The GenAI Divide: State of AI in Business 2025," is an eye-opener. It found that a staggering 95% of enterpris
Sameer Goyal
May 224 min read
Agents for Financial Services. Will AI Replace You?
If you’ve been stressing about whether AI could replace your job, you’re definitely not the only one. Across finance, accounting, compliance, insurance, and fintech, people are all trying to figure out the same thing: is AI just here to make work easier, or is it slowly changing who gets hired, what work survives, and which roles may start fading first? If you’ve been wondering where this is all headed, you’re in the right place! And, this IS NOT just about CHATBOTS anymore
Ankita Tiwari
May 115 min read
Project Tafsiri: Bridging Indigenous Languages and AI
The Role of Indigenous Languages in Training African-Centric AI Models Introduction Artificial Intelligence (AI) is rapidly reshaping how societies interact with technology, from voice assistants and search engines to automated translation and smart healthcare systems. Yet, as Africa embraces this digital transformation, a critical gap persists: the absence of indigenous African languages in the core of AI systems. Most AI tools today are trained primarily on English, French,
Dr. Moody Amakobe
Apr 812 min read
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