Quality is vital for AI model development as well as for deployment of AI products and services in a process context. AI model development depends on data quality whereas AI systems deployment is dependent on process design & process quality. AI model development and AI product and services deployment must
To anyone interested in banking management and governance, risk & compliance (GRC) from a stakeholder point of view, I herewith provide a list of my ProcessHorizon blog posts from March 2023 until May 2024. Real-time monitoring of transactional data for AI-driven banks https://blog.processhorizon.com/ghost/#/editor/post/663dddd038c9865bc20e7063
Financial engineering is a multidisciplinary field that applies mathematical, statistical and computational techniques to solve problems in finance. It involves designing and implementing innovative financial instruments, strategies, and processes to achieve specific financial goals, such as managing risk, optimizing investment portfolios and enhancing returns. 1. Risk Management: Developing methods to
A personal cash flow statement provides an overview of the cash inflows and outflows over a specific period, usually monthly or annually. It helps individuals understand how much cash is being generated and where it is being spent, aiding in budgeting and financial planning. Cash Inflows 1. Salary and Wages
A personal life income statement, also known as a personal income and expense statement, summarizes an individual's financial performance over a specific period (usually monthly or annually). It includes revenues (income) and costs (expenses). Revenues (Income) 1. Salary and Wages * Gross salary from employment * Bonuses * Overtime pay * Commissions
A personal life balance sheet is a financial statement that summarizes an individual's financial position at a given point in time. It includes three main components: assets, liabilities and equity. Assets (savings & property) 1. Current Assets * Cash and Cash Equivalents: * Cash on hand * Checking accounts * Savings accounts
Eine Einheitskrankenkasse mit einheitlichen Prozessen bietet zahlreiche Potenziale für den Einsatz von Künstlicher Intelligenz (KI), die sowohl die Effizienz des Systems erhöhen als auch die Qualität der Gesundheitsversorgung verbessern können. 1. Datenanalyse und Prävention * Großflächige Gesundheitsdatenanalyse: KI kann große Mengen an Gesundheitsdaten analysieren, um Muster und Trends zu erkennen. Diese
To ensure compliance with the EU Artificial Intelligence Act (EU AI Act), organizations need to implement several processes, practices and governance structures. These processes are designed to meet the requirements laid out in the act and to ensure that AI systems are developed, deployed and operated in a way that
Transparency in AI products & services is essential to promote trust, accountability and ethical use of AI technologies. To identify and assess potential risks from the deployment of AI algorithms in AI products and service, it is vital to understand its process context. A SIPOC (Suppliers > Inputs > Process
The pervasive use of AI agents in the banking ecosystems poses new risks to banks as for example financial losses by erroneous algorithms, compliance violations by incorrect transactions, data integrity issues, operational disruptions, reputational damage and legal & regulatory consequences. To prevent errors compounding in a short time, ongoing automated
Providing regulators with dynamic access to relevant data and analytics tools to support their oversight activities in an AI-driven financial services universe can offer material benefits and cost savings to banks and regulatory bodies. Benefits & cost savings to Financial Institutions 1. Enhanced Regulatory Compliance: By providing regulators with access
AI both poses challenges and offers opportunities for media literacy. Educating individuals to navigate and critically engage with AI-mediated media environments is essential for fostering informed and responsible media consumption and production. 1. Filtering and Recommendation Algorithms: AI-powered algorithms determine what content users see on social media platforms, search engines