Beginners Guide to ChatGPT for Finance Professionals

Define artificial intelligence and its umbrella of subfields—machine learning, natural language processing, computer vision, robotics, and robotic process automation—and show how these drive generative AI and ChatGPT for finance professionals.

Explore how large language models (llms) generate human-like text from massive training data and parameters, with GPT-3 and GPT-4 as powerful autocomplete engines driven by pattern recognition.

Understand what an API is, how API calls access platform capabilities, and how OpenAI models and menu analogies enable building scalable applications.

Learn the foundations of prompt engineering and why it matters for finance professionals. Use prompts aware of garbage in, garbage out to boost outputs with ChatGPT and JavaScript code.

Learn prompt modifiers for ChatGPT, including qualifiers, adjectives, adverbs, intensifiers, negative words, number words, time words, place words, and degree words, to optimize outputs for finance.

Explore basic prompt structures for finance professionals, including simple fact prompts and context-aware conversations. Learn how prompts about balance sheets and the accounting equation yield focused ChatGPT results.

Master prompt refinement in ChatGPT by regenerating responses and editing prompts. Use finance prompts with structured formats, examples like Apple financial data, and keyboard shortcuts to organize outputs.

Identify how hallucinations in generative ai, especially ChatGPT, produce plausible yet incorrect outputs and learn to verify information before use in finance contexts.

Explain how tokens work in ChatGPT, including token definitions, token limits for GPT-3.5 and GPT-4, and how prompts, chat history, and pricing affect usage.

Master the art of prompt engineering by crafting specific, stepwise prompts and iterating to improve outputs, using frameworks and metaphors like a fishing lure to optimize ChatGPT results.

Define a clear goal and supply additional context to prompts by using role assignment and extra constraints, so ChatGPT produces a better output tailored to finance professionals.

Define your goal or problem and articulate what you want ChatGPT to help with. Include relevant keywords to guide the response, then craft the prompt and test, evaluate, and iterate.

Learn to chat with ChatGPT by adding context, roles, and constraints to prompts, then refine results through iteration and follow-up messages for CFO-focused social media plans inspired by tweets.

Learn how to craft prompts with concise, focused context by integrating essential keywords into short sentences, and tailor outputs with audience, tone, length, and formats like json or csv.

Learn how prompts frameworks and structures guide ChatGPT for finance tasks by assigning roles, clarifying tasks, and adding contingencies to improve outputs.

Master prompt techniques for fintech SaaS, including zero-shot chain-of-thought prompting, role framing, and asking clarifying questions to guide step-by-step business growth.

Explore zero-shot, one-shot, and few-shot prompting frameworks to tailor prompts for finance tasks, from quick questions to focused analyses of financial statements. Discover how adding parameters and reference data can steer outputs toward detailed, precise insights such as revenue growth, profitability, and debt levels.

Discover how to apply the tabular formatting framework with ChatGPT to organize data into a multi-column table. Identify categories, create a single table, and enhance clarity for finance-focused insights.

Explore comparative prompting for finance professionals by analyzing similarities and differences across factors with a table, comparing Apple and Microsoft design philosophy and real estate versus cryptocurrency.

Learn reverse prompting to reverse engineer online content and emulate effective copy, using two-step and multi-step prompt frameworks that capture tone, style, and language for fintech and beyond.

Leverage prompt engineering to write formulas in Excel and Google Sheets with ChatGPT, guiding step-by-step methods to link sales orders to customer names and troubleshoot errors for finance tasks.

Create comprehensive checklists for finance professionals with ChatGPT guidance, covering financial regulations, procedures, and best practices, illustrated by a prompt for booking accruals during monthly closing.

Discover how to write professional emails with ChatGPT by providing clear context and tone, using plug-and-play prompts and bullet-point formatting to improve clarity and respect.

Learn how to craft clear standard operating procedures using a plug-and-play prompt structure with role context and regulatory alignment to guide bank reconciliation and ensure consistency and internal controls.

Learn to draft an agenda for a meeting with ChatGPT, examine a beginner prompt, and explore prompt engineering frameworks and a free guidebook for better outputs, including accounting prompts.

Explore prompts to automate common accounting tasks with ChatGPT, from dunning emails to impairment memos, helping finance professionals keep balances in check.

Explore how generative AI handles content-based tasks by crafting a polite dunning letter for an overdue invoice, using plug-and-play prompts and templates, with iterative refinement.

Develop a three-letter dunning sequence with escalating tones: reminder, second reminder, and final notice before legal action, using placeholders for invoice number and amount due.

Learn to write impairment memo for assets, documenting impairment using recoverable amount and the higher of fair value less cost to sell or value in use, with a ChatGPT template.

Learn to draft notes for financial statements under US GAAP and IFRS, detailing policies, risks, and contingencies, and present a tabular note with cost, depreciation, net value, and useful lives.

Learn how to use ChatGPT to explain accounting principles, including ASC 606, to colleagues in the sales department, with practical prompts and role-specific guidance.

Learn to use ChatGPT with a targeted SAP prompt to view balance sheet account details, and generate step-by-step guides, SOPs, and training materials.

Discover how to use ChatGPT for financial analysis, identifying trends, flagging outliers, explaining variances and root cause, and proposing remediation, plus scenario analysis, commentaries, and presentations.

Learn to analyze financial figures by identifying trends, flagging outliers, explaining variances and root causes for issues, and distilling insights with prompt engineering and ChatGPT.

Use scenario analysis with ChatGPT to compare pricing scenarios, applying a -1.3 elasticity and the new price times new quantity formula to understand revenue impact and optimization.

Discover how to generate high-quality, error-free commentaries on a company's PNL, highlighting value and percentage changes and the main drivers of income, expense, and net income using prompts.

Leverage ChatGPT to analyze financial data, identify key metrics and insights, and craft a clear, accurate, and compliant presentation with prompts detailing slide titles, tables, visualizations, and written content.

Leverage financial analysts' insights to drive cost reduction initiatives in manufacturing with role prompts, ranking plans by importance and assigning action owners.

Set up an action plan for finance analysts using ChatGPT to address budget gaps and supply chain delays with short-term and long-term, data-backed solutions.

Explore prompts to support business partnering with ChatGPT, including writing situation emails, budgeting timelines, building business cases, and structuring interviews with an operational business partner.

Learn to collect input from multiple departments for 2024 external services by drafting an email and a customizable tabular form in a finance context.

Create a budget timeline with six processes: commercial planning, production planning, headcount planning, department cost planning, hourly rate computation, and product costing; consolidate into financial statements, July to October, reviews.

Explore how finance partners use ChatGPT to build a business case, gathering operational data and prompts on machine specs, costs, ROI, risks, and timelines.

Learn how to structure interviews with operational business partners using ChatGPT prompts, build a productive relationship, and generate a list of questions for finance professionals.

Explore market risk, credit risk, operational risk, and liquidity risk categories to understand, assess, and mitigate financial risks with ChatGPT-driven prompts that build a solid risk management foundation.

Assess how ChatGPT’s analytical capabilities help evaluate market risks in a hypothetical tech startup investment, guiding risk assessment and decision making for portfolio managers.

Explore how to use ChatGPT to develop practical strategies for mitigating credit risk in lending portfolios, including role-based prompts and scenario-driven methods.

Explore stress testing and scenario analysis to assess how adverse scenarios affect financial stability, using ChatGPT to explain concepts and build an example natural disaster scenario for risk assessment.

Use the GPT-4 advanced data analysis add-on to build a risk model from Tesla historical stock data, compute daily returns, VaR, and visuals.

Learn how to navigate key financial regulations for risk management and implement accurate reporting with ChatGPT and live web browsing to stay up to date and ensure compliance.

Explore risk management best practices for finance professionals, using ChatGPT to list and explain industry standards, guidelines, and a practical framework for efficient, compliant risk management.