GenAI for Cash Flow Managers: Optimizing Liquidity Planning
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GenAI for Cash Flow Managers: Optimizing Liquidity Planning
This course is part of AI-Powered Finance: Forecasting, Planning & Reporting Specialization
Instructors: Manish Gupta
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What you'll learn
Analyze AI in finance and assess its impact on cash flow in AR, AP, and inventory management.
Develop a dashboard and use low-code AI tools for AR/AP automation, portfolio, and cash flow forecasting.
Formulate risk strategies to tackle AI biases and create scenarios for managing cash flow under uncertainty.
Evaluate AI models for compliance with ASC 230 and IFRS 7 in financial reporting.
Skills you'll gain
- Automation
- Accounts Receivable
- Forecasting
- Prompt Engineering Tools
- Business Process Automation
- International Financial Reporting Standards
- Accounts Payable and Receivable
- Accounting and Finance Software
- Cash Management
- Cash Flows
- Financial Forecasting
- Risk Management
- AI Integrations
- Cash Flow Forecasting
- Regulatory Compliance
- Accounts Payable
- Responsible AI
Tools you'll learn
Details to know
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- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate
There is 1 module in this course
Are you a finance leader seeking to optimize cash flow in today's dynamic business environment? Imagine mastering cutting-edge AI tools to revolutionize your cash flow management β without writing a single line of code.
This action-oriented course, "Master AI-driven Cash Flow Optimization," is designed to empower cash flow managers like you to harness the power of generative AI. We'll demystify the cash flow management cycle and pinpoint strategic opportunities for AI integration. You'll learn essential prompting techniques specifically tailored for cash flow forecasting, receivables and payables automation, and beyond. Discover and explore key AI tools β both ready-made solutions and customizable options β and witness live demonstrations showcasing their practical application. Finally, we'll address crucial aspects of risk management and ethical considerations in AI implementation, equipping you with best practices for the future of AI-powered finance. This course is designed for finance professionals responsible for managing and optimizing cash flow within their organizations. Ideal participants include Corporate Treasury Managers, FP&A Directors, Accounts Receivable/Payable Supervisors, and Financial Controllers who are seeking to modernize their financial operations. The course equips them with practical AI-driven tools and strategies to enhance forecasting accuracy, automate workflows, and improve financial decision-making in dynamic business environments. To ensure a successful learning experience, participants should have a solid understanding of cash flow statements and hands-on experience with accounting or ERP systems. A foundational knowledge of AI, including familiarity with tools like ChatGPT or Microsoft Copilot, is also recommended. These prerequisites will help learners effectively engage with AI concepts and apply them within real-world financial contexts. By the end of the course, learners will be able to analyze AI applications in finance and assess their impact on cash flow optimization in key areas like AR, AP, and inventory. They will develop and implement AI-powered dashboards and workflows using low-code tools to automate financial processes and improve forecasting. Learners will also design risk mitigation strategies to navigate uncertainties and potential biases in AI operations. Finally, they will evaluate AI models to ensure alignment with standards such as ASC 230 and IFRS 7, ensuring regulatory compliance and transparency in financial reporting.
In this course, youβll explore the strategic applications of Generative AI in cash flow management across key finance functions like receivables, payables, and forecasting. Through hands-on experience with tools such as ChatGPT and low-code AI platforms, youβll learn to implement automation workflows, build dashboards, and drive financial insights without writing a single line of code. Youβll also evaluate ethical and risk considerations in AI adoption, developing responsible practices for sustainable and compliant financial operations.
What's included
12 videos4 readings5 assignments4 peer reviews
12 videosβ’Total 91 minutes
- Introduction and Welcome β’2 minutes
- Fundamentals of Cash Flow Managementβ’5 minutes
- AI in Action: Real-World Applications in Cash Flow Management β’6 minutes
- Prompt Engineering Techniques and Prerequisites for AI Adoption β’7 minutes
- Smart Collections with NLP β’17 minutes
- AI Powered Forecasting & Predictions for Estimating Cash Flowsβ’15 minutes
- AI for Portfolio Management: Tools and Techniques β’9 minutes
- Develop a Cash Flow Monitoring Dashboard β’9 minutes
- Risk Management in Predictions and Bias Management β’7 minutes
- Create Scenario Analysis to Make Cash Flow Decisions in Uncertain Situations β’7 minutes
- Ensuring Regulatory Compliances with AI β’8 minutes
- Congratulations and Continuous Learning Journeyβ’1 minute
4 readingsβ’Total 20 minutes
- Welcome to the Course: Course Overviewβ’5 minutes
- Optimizing Cash Management With AI Technologies β’5 minutes
- Role of GenAI in Automating Collectionsβ’5 minutes
- The Application of Artificial Intelligence-Based Risk Management Models in Financial Marketsβ’5 minutes
5 assignmentsβ’Total 140 minutes
- Mapping and Optimizing Cash Flow Processes with Generative AIβ’30 minutes
- AI-Driven Cash Flow and Portfolio Forecastingβ’30 minutes
- Cash Flow Forecasting and Decision-Makingβ’30 minutes
- Cash Flow Prediction Challengeβ’30 minutes
- GenAI for Cash Flow Managers: Optimizing Liquidity Planning β’20 minutes
4 peer reviewsβ’Total 90 minutes
- [optional] Mapping and Optimizing Cash Flow Processes with Generative AIβ’10 minutes
- [optional] AI-Driven Cash Flow and Portfolio Forecasting β’10 minutes
- [optional] Scenario-Based Cash Flow Forecasting and Decision-Making β’10 minutes
- [optional] Cash Flow Prediction Challenge β’60 minutes
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