Ensuring data quality & ethical AI 🤖 In last week’s #BehindtheGrowth, host Imran Mian celebrates Anna Hannem, VP of Data and AI Risk at Scotiabank. Together, they dive into the complexities of data governance and AI risk management within the banking sector, and Anna provides insights into how Scotiabank is tackling challenges related to data quality, data management, and the ethical use of AI. Anna shared insights on: 📊 Ensuring data quality & management 🥽 Transparency in AI risk management 🤝 Building & maintaining high-performance teams 🔒 Ethical AI in safeguarding customer data 🏦 Regulatory compliance in banking Catch the episode with the links below: Website: https://lnkd.in/d3uKPYbK YouTube: https://lnkd.in/dWePZ24t Apple: https://lnkd.in/di8u8x7S Spotify: https://lnkd.in/dzNHHcEW #AI #Banking #DataManagement #DataRisk #AIandData #WomeninTech
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Hallucinations, copyright infringements, and other "abuse" of AI are all important considertaitons of AI Governance. Listen here to one of the industry leaders and how they approach the topic. #ai #governance #data
Ensuring data quality & ethical AI 🤖 In last week’s #BehindtheGrowth, host Imran Mian celebrates Anna Hannem, VP of Data and AI Risk at Scotiabank. Together, they dive into the complexities of data governance and AI risk management within the banking sector, and Anna provides insights into how Scotiabank is tackling challenges related to data quality, data management, and the ethical use of AI. Anna shared insights on: 📊 Ensuring data quality & management 🥽 Transparency in AI risk management 🤝 Building & maintaining high-performance teams 🔒 Ethical AI in safeguarding customer data 🏦 Regulatory compliance in banking Catch the episode with the links below: Website: https://lnkd.in/d3uKPYbK YouTube: https://lnkd.in/dWePZ24t Apple: https://lnkd.in/di8u8x7S Spotify: https://lnkd.in/dzNHHcEW #AI #Banking #DataManagement #DataRisk #AIandData #WomeninTech
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AI in your banking processes? The AI act is here. Join us for an educative webinar focused on understanding the AI regulation and how it affects banking! When: Wednesday, June 12, 2024 · 2:00 PM CEST Who is it for: For Data, AI, Risk & Compliance experts What’s covered: - Learn why the AI Act matters for banks and how it identifies high-risk AI systems. Discover which of your AI systems may be at risk and why it's important to know. - Explore practical steps to ensure compliance with the AI Act for your AI systems. We'll discuss using open-source libraries and managing AI systems without protected attributes. - Understand how AI Act compliance fits into your bank's risk management strategy. Discover the roles of compliance and risk management teams in navigating AI regulation effectively. Register here: https://lnkd.in/gX4G5R4s #fintech #banking #ai #aiact
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💼📚In a revealing move, the U.S. Department of the Treasury evaluated the risks and legal challenges confronting banks as they implement AI technology. 🚀🏦 Their insightful report discovered that financial institutions are stumbling with #AI adoption due to lack of experience, an evolving regulatory environment, and data privacy concerns. 📈🔒 Crucially, they advocate for a careful, thoughtful approach to AI, empowering the tools to drive innovation while ensuring customer rights and data security. 💡🔑 In a digital age where #innovation is paramount, staying informed about the challenges and opportunities of AI in banking is indispensable. 🌐💰 💭 As we navigate this rapidly changing landscape, what do you think are some potential solutions to these challenges? #Banking #ArtificialIntelligence #RiskManagement #DataSecurity (Reference: https://lnkd.in/eNKr8TxG)
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AI in your banking processes? You might be in trouble as of May 2024. What exactly is the EU AI act and how does it affects banking? Join us Wednesday, June 12, 2024 · 2:00 PM CEST for an educative webinar focused on understanding the latest AI regulation. Register here: https://lnkd.in/egcY2BWR Who is it for: For Data, AI, Risk & Compliance experts What’s covered: - Learn why the AI Act matters for banks and how it identifies high-risk AI systems. Discover which of your AI systems may be at risk and why it's important to know. - Explore practical steps to ensure compliance with the AI Act for your AI systems. We'll discuss using open-source libraries and managing AI systems without protected attributes. - Understand how AI Act compliance fits into your bank's risk management strategy. Discover the roles of compliance and risk management teams in navigating AI regulation effectively. #fintech #banking #ai #aiact
Commercial Director @ Tapix | 💳 Enabling banks to build smart solutions and features with transaction data | 🏦 50+ banks and 73+ million end users globally 📊
AI in your banking processes? You might be in trouble as of May 2024. What exactly is the EU AI act and how does it affects banking? Join us Wednesday, June 12, 2024 · 2:00 PM CEST for an educative webinar focused on understanding the latest AI regulation. Register here: https://lnkd.in/egcY2BWR Who is it for: For Data, AI, Risk & Compliance experts What’s covered: - Learn why the AI Act matters for banks and how it identifies high-risk AI systems. Discover which of your AI systems may be at risk and why it's important to know. - Explore practical steps to ensure compliance with the AI Act for your AI systems. We'll discuss using open-source libraries and managing AI systems without protected attributes. - Understand how AI Act compliance fits into your bank's risk management strategy. Discover the roles of compliance and risk management teams in navigating AI regulation effectively. #fintech #banking #ai #aiact
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Senior SAP Finance Control Consultant bei ISAP Solutions FZE. Blockchain | Wallet | NFT | DeFi | Metaverse |
AI in your banking processes? You might be in trouble as of May 2024. What exactly is the EU AI act and how does it affects banking? Join us Wednesday, June 12, 2024 · 2:00 PM CEST for an educative webinar focused on understanding the latest AI regulation. Register here: https://lnkd.in/egcY2BWR Who is it for: For Data, AI, Risk & Compliance experts What’s covered: - Learn why the AI Act matters for banks and how it identifies high-risk AI systems. Discover which of your AI systems may be at risk and why it's important to know. - Explore practical steps to ensure compliance with the AI Act for your AI systems. We'll discuss using open-source libraries and managing AI systems without protected attributes. - Understand how AI Act compliance fits into your bank's risk management strategy. Discover the roles of compliance and risk management teams in navigating AI regulation effectively. #fintech #banking #ai #aiact
Commercial Director @ Tapix | 💳 Enabling banks to build smart solutions and features with transaction data | 🏦 50+ banks and 73+ million end users globally 📊
AI in your banking processes? You might be in trouble as of May 2024. What exactly is the EU AI act and how does it affects banking? Join us Wednesday, June 12, 2024 · 2:00 PM CEST for an educative webinar focused on understanding the latest AI regulation. Register here: https://lnkd.in/egcY2BWR Who is it for: For Data, AI, Risk & Compliance experts What’s covered: - Learn why the AI Act matters for banks and how it identifies high-risk AI systems. Discover which of your AI systems may be at risk and why it's important to know. - Explore practical steps to ensure compliance with the AI Act for your AI systems. We'll discuss using open-source libraries and managing AI systems without protected attributes. - Understand how AI Act compliance fits into your bank's risk management strategy. Discover the roles of compliance and risk management teams in navigating AI regulation effectively. #fintech #banking #ai #aiact
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AI in your banking processes? You might be in trouble as of May 2024. What exactly is the EU AI act and how does it affects banking? Join us Wednesday, June 12, 2024 · 2:00 PM CEST for an educative webinar focused on understanding the latest AI regulation. Register here: https://lnkd.in/egcY2BWR Who is it for: For Data, AI, Risk & Compliance experts What’s covered: - Learn why the AI Act matters for banks and how it identifies high-risk AI systems. Discover which of your AI systems may be at risk and why it's important to know. - Explore practical steps to ensure compliance with the AI Act for your AI systems. We'll discuss using open-source libraries and managing AI systems without protected attributes. - Understand how AI Act compliance fits into your bank's risk management strategy. Discover the roles of compliance and risk management teams in navigating AI regulation effectively. #fintech #banking #ai #aiact
Commercial Director @ Tapix | 💳 Enabling banks to build smart solutions and features with transaction data | 🏦 50+ banks and 73+ million end users globally 📊
AI in your banking processes? You might be in trouble as of May 2024. What exactly is the EU AI act and how does it affects banking? Join us Wednesday, June 12, 2024 · 2:00 PM CEST for an educative webinar focused on understanding the latest AI regulation. Register here: https://lnkd.in/egcY2BWR Who is it for: For Data, AI, Risk & Compliance experts What’s covered: - Learn why the AI Act matters for banks and how it identifies high-risk AI systems. Discover which of your AI systems may be at risk and why it's important to know. - Explore practical steps to ensure compliance with the AI Act for your AI systems. We'll discuss using open-source libraries and managing AI systems without protected attributes. - Understand how AI Act compliance fits into your bank's risk management strategy. Discover the roles of compliance and risk management teams in navigating AI regulation effectively. #fintech #banking #ai #aiact
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EY Global Financial Services Markets Executive Chair and EY Asia-Pacific Financial Services Regional Managing Partner
🚀 Artificial Intelligence (AI) in banking represents a pivotal opportunity for transformative growth and enhanced decision-making capabilities. With banks globally embracing this technology, the appointment of a Chief Artificial Intelligence Officer (CAIO) has emerged as a critical driver for sustaining competitive advantage and managing complex risks in today’s digital economy. 💼 🌐 Two-thirds of banks worldwide have designated a C-suite executive to oversee AI or machine learning initiatives, according to an annual survey on the use of AI and machine learning (ML) in financial services from the Institute of International Finance and EY, with 75% of U.S. institutions appointing a manager specifically focused on AI ethics and governance. 📊 🤖 However, the role of a CAIO demands more than just technical prowess; it requires a visionary leader who can navigate the ethical complexities of AI deployment, while driving strategic adoption of this powerful technology. Successful CAIOs must have a multifaceted skill set, blending technical expertise with strategic acumen and executive leadership. They play a pivotal role in developing AI strategy, fostering collaboration across departments and driving tangible business outcomes. 🎯 🏦 Various global banks [SF2] have already recognized the significance of AI leadership by appointing top executives to oversee AI initiatives. By elevating the AI oversight role, banks signal their commitment to responsible and ethical AI usage, both internally and to external stakeholders. 👁️🗨️ 💡 Banks must prioritize the appointment of CAIOs to spearhead their AI agendas. This entails defining the role within the organizational structure and empowering CAIOs to drive AI strategy from the top. By embracing AI leadership, banks can accelerate digital transformation, establish themselves as industry leaders and ensure long-term success in the AI-driven landscape. 🌟 #CAIO #GenAI #StrategicLeadership #EthicalAI #RiskManagement #Innovation #TechnologyLeadership https://lnkd.in/dCM7TYBq
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Interesting thoughts from the #CMO of our company.
Ever heard of a bank being fined millions due to inadequate customer due diligence? It's a scary reality. The problem lies in how many banks only focus on structured data for #AML and #KYC operations. This leaves them blind to the vast amount of #unstructureddata that can reveal red flags. According to McKinsey & Company, the digital world produces an astounding five quintillion bytes of data every 48 hours. Most of this data is unstructured, presenting significant challenges for financial institutions. Unstructured data, like #emails, #socialmedia posts, and videos, is a goldmine for detecting suspicious activity. But it's messy and hard to search. That's where #AI comes in. By using AI and #ML, banks can analyse this data, understand its context, and identify potential risks. My key takeaways👇 📍 Unstructured data is crucial for effective AML/KYC. 📍 AI is revolutionising how banks handle unstructured data. 📍 Financial institutions need to evaluate their current processes and consider AI tools. Let's discuss how AI can help your organisation enhance its #fraudprevention capabilities.
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Commercial Director @ Tapix | 💳 Enabling banks to build smart solutions and features with transaction data | 🏦 50+ banks and 73+ million end users globally 📊
AI in your banking processes? You might be in trouble as of May 2024. What exactly is the EU AI act and how does it affects banking? Join us Wednesday, June 12, 2024 · 2:00 PM CEST for an educative webinar focused on understanding the latest AI regulation. Register here: https://lnkd.in/egcY2BWR Who is it for: For Data, AI, Risk & Compliance experts What’s covered: - Learn why the AI Act matters for banks and how it identifies high-risk AI systems. Discover which of your AI systems may be at risk and why it's important to know. - Explore practical steps to ensure compliance with the AI Act for your AI systems. We'll discuss using open-source libraries and managing AI systems without protected attributes. - Understand how AI Act compliance fits into your bank's risk management strategy. Discover the roles of compliance and risk management teams in navigating AI regulation effectively. #fintech #banking #ai #aiact
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As AI/ML models proliferate through financial institutions, regulators are responding quickly. Benjamin Peterson looks at how regulators, such as the UK’s Prudential Regulatory Authority, intend to mitigate the unique risks of financial AI/ML and what it means in the short term for banking MRM functions and risk owners worldwide. Download our whitepaper to learn more. #artificialintelligence #machinelearning #modelriskmanagement #banking
Beyond SR 11-7: Model Risk Management in the Age of AI/ML - Treliant
treliant.com
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