AI in finance
7 articles
AI-Powered Forecasting: Where Models Beat Gut and Where They Do Not
CA Sakshi Jain on running AI forecasts alongside traditional methods, and what six months of comparison taught about each.
Read more →My AI Toolkit for FP&A
Every AI tool I use across the FP&A cycle, from data prep to board packs. What I kept, what I dropped, and why.
Read more →AI Governance for Finance
I built an AI governance framework for my finance workflows before my auditor asked. Here is what it covers and why it matters.
Read more →Prompt Engineering for Financial Data: What Actually Works
CA Sakshi Jain shares the prompting techniques that produce useful FP&A output from LLMs, and the ones that consistently fail.
Read more →I Gave an LLM Our Variance Pack. Here Is What It Got Right.
CA Sakshi Jain on what happened when an LLM wrote variance commentary on real monthly actuals, and where it broke down.
Read more →AI-Powered Unit Economics: Real-Time Intelligence
CA Sakshi Jain on using AI and LLMs to transform unit economics from quarterly board slides into real-time FP&A intelligence with automated cohort analysis.
Read more →Beyond Excel: The AI-Augmented Finance Stack
CA Sakshi Jain on building the AI-augmented finance stack, from SQL and Power BI foundations to LLM-powered variance analysis and automated commentary.
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