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The AI Powered Finance Handbook: A Practical Guide to Transforming Finance with Artificial Intelligence
Paperback
Publisher: Independently Published
Published: Jul 26 2025
Pages: 158
Weight: 0.84
Height: 0.34 Width: 8.50 Depth: 11.00
Language: English
Chapter 1: Beyond the Spreadsheet: The Imperative for Change
- The limitations of Excel and legacy ERP systems.
- The speed of modern business and the need for real-time insights.
- The shifting role of the CFO: From cost-cutter to value-creator.
- Key pressures: Volatility, big data, and stakeholder demands.
- Actionable Takeaway
Chapter 2: Making the Business Case for AI in Finance
- Calculating the ROI: The three pillars of value (Efficiency, Effectiveness, Strategic Advantage).
- Quantifying the benefits: Reduced closing times, improved forecast accuracy, lower audit costs, better working capital management.
- Presenting the case to the C-Suite and the Board.
- Case Study: How Company X achieved a 30% reduction in forecasting errors
- Actionable Takeaway
Chapter 3: AI, ML, and LLMs: A CFO's No-Nonsense Primer
- What is AI? (Think: The car).
- What is Machine Learning? (Think: The engine that learns from the road).
- What are Large Language Models (LLMs) & Generative AI? (Think: The GPS that can talk to you and suggest new routes).
- Simple, relatable analogies for each concept.
- Actionable Takeaway
Chapter 4: The AI Toolkit: Key Technologies and What They Do
- Predictive Analytics: For forecasting sales, cash flow, and demand.
- Natural Language Processing (NLP): For reading contracts, analyzing reports, and powering chatbots for internal queries.
- Robotic Process Automation (RPA): For automating rule-based tasks like data entry and reconciliations (often a gateway to AI).
- Computer Vision: For scanning invoices and receipts, eliminating manual data entry.
- Generative AI: For drafting financial commentary, summarizing performance reports, and running complex what-if scenarios.
- Actionable Takeaway
Chapter 5: Revolutionizing FP&A: From Guesswork to Guidance
- Automated Budgeting and Rolling Forecasts.
- AI-driven scenario planning and stress testing.
- Driver-based forecasting that identifies key business metrics.
- Mini Case Study: A retail company using AI to predict store-level demand.
- Actionable Takeaway
Chapter 6: The Autonomous Close: Reimagining Accounting & Reporting
Chapter 9: Driving Strategy: AI for M&A, Capex, and Value Creation
Chapter 10: Crafting Your AI Finance Strategy
Chapter 11: The Tech Stack: Buy vs. Build vs. PartnerChapter 12: Data: The Fuel for Your AI Engine
Chapter 13: The Human Element: Building a Future-Ready Team
Chapter 14: Navigating the Risks: Ethics, Bias, and the Black Box
Chapter 15: The CFO of 2030: Your Role in an AI-Driven World
Conclusion: Your First 90 DayAlso from
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