Practical Applications of AI in Finance, Python and machine learning for FP&A
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Hi Reader , Everyone is talking about Claude — so today I want to show you exactly how to use it for Finance and FP&A, in a way that brings real value to you and your team. I built 100 practical finance and FP&A use cases for Claude AI so you don't have to figure it out from scratch. You can watch the full video with explanations here: Here is one of the use cases: End-to-End Monthly Reporting with ClaudeSharing an end-to-end way to use Claude to run a monthly financial variance analysis — no dashboarding tool, no BI team needed. Here are the steps: Step 0 — Get Claude Enterprise so you can upload your data securely. Testing first? Grab this example synthetic dataset and follow along. SaaS_FP&A_Trend_Dataset.xlsx In case you want the exact same dataset below, e-mail me back and I can send! Step 1 — Drop your data in and prompt: "Create a CFO dashboard with descriptive, diagnostic, predictive and prescriptive analytics from this data." The result will be something like this:
You now have a self-updating dashboard that lives in your browser. No code, no deployment. Result will be:
Step 3 — Validate the insights. Claude will flag your margin leaks, discount bands that destroy profit, seasonal patterns, and regional gaps. Treat it as a first draft, not gospel. Step 4 — Repeat monthly. Upload the new file, get fresh AI commentary and charts in seconds. The whole thing — from raw Excel to board-ready analysis — takes under 5 minutes once it's set up. So this is one of the 100 use cases. Remember , this email is a preview. The full walkthrough is on YouTube — I go through the use cases, show you the prompts live, and include the dataset in the description. And the Excel file with all 100 prompts here for you! CFO_100_Things_Claude_Can_Do.xlsx I also used Claude to build an interactive mini app with the use cases Explore every prompt, filter by category, and copy directly into Claude. Built so your team can use it immediately. claude.ai/public/artifacts/82a33f28-d139-40cd-b006-935230ce3214 I include topics like: → Monte Carlo Simulations → Cohort Revenue Analysis → Variance Analysis & Commentary → Multi-Scenario Financial Modeling → What-If Analysis → Headcount Planning → Executive Briefings → Data Consolidation & Cleanup → Revenue Forecasting Hope this guide helps you get the most out of Claude for Finance and FP&A! Before you go, I also wanted to mention that you’re now one of the 10,000 subscribers to this newsletter—so I thought it’d be a great moment to properly reintroduce myself. And invite you to connect in LinkedIn: https://www.linkedin.com/in/christianmartinezthefinancialfox/ So I thought it’d be a good moment to (re)introduce myself 😊. I’m Christian Martinez, a Senior Finance Transformation Manager and AI for Finance Professor. I’ve trained over 20,000 CFOs, Fractional CFOs, and senior finance leaders in AI for Finance through my courses and platforms, across AI Finance Club, AI Finance Accelerator , LinkedIn Learning and YouTube. I’m also the author of Smart Finance: Leveraging AI for Enhanced Financial Planning and Analysis which is launching next month! Along the way, I’ve had the opportunity to speak at international conferences like the World Finance Forum, World Summit AI, and the EMEA FP&A Summit. And I bring over 10 years of experience in FP&A, Finance Transformation, and Finance Analytics, having worked with multinational companies across the Netherlands, Australia, and Mexico. Christian Martinez |
Practical Applications of AI in Finance, Python and machine learning for FP&A