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AI applied to finance

Use cases, methods and field notes for finance departments, investment funds and accounting firms.

21 articles: 21articles
7 topics: 7topics
Latest article: Latest article11 Dec 2025

21 articles

Python in Excel Script: The Prompt for Secure Financial Cohort Analysis (AI Secure Code Generation)

Articles

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Python in Excel Script: The Prompt for Secure Financial Cohort Analysis (AI Secure Code Generation)

This article explores leveraging AI to generate Python scripts for Excel, specifically for financial analysis tasks like cohort retention. The key advantage is that the code executes locally within the user's secure environment, preventing sensitive data from leaving the system. It covers prompt engineering for secure, commented, and efficient code generation, including data cleaning and error handling.

Équipe de rédaction11 Dec 20256 min read

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Articles

Secure Prompt Engineering: The Prompt-Checklist to Protect Your Sensitive Financial Data (AI Confidentiality)

This article delves into the critical aspects of data governance and confidentiality when integrating AI with sensitive financial information. It emphasizes that secure data handling happens *before* the prompt (anonymization, pseudonymization) and through rigorous *validation* of AI outputs, rather than solely relying on AI to 'self-police' sensitive data.

Secure Prompt Engineering
AI Data Confidentiality
Financial Data Security AI

Équipe de rédaction11 Dec 20255 min read

Articles

AI Regulatory Watch: The Agent Anticipating IFRS Standards and Pillar Two Consequences (Tax Compliance Prompts)

This article demonstrates how AI can be a powerful tool for regulatory and tax monitoring. It focuses on using AI's strengths in research and synthesis while rigorously framing its weaknesses. Key strategies involve explicit source citation, structured alert generation, and human validation to ensure legal and fiscal compliance, especially concerning complex regulations like Pillar Two and IFRS.

AI regulatory compliance
Tax compliance AI
IFRS standards

Équipe de rédaction11 Dec 20255 min read

Articles

AI Audit Trail in Finance: 5 Multi-Agent Prompts for Comprehensive Financial Decision Traceability (Compliance)

This article explores how to implement robust audit trails and cross-validation protocols for AI systems in finance, moving beyond mere trust to verifiable, traceable, and compliant AI operations. It focuses on multi-agent architectures and specific prompts to ensure every AI decision is transparent and auditable.

AI audit trail finance
Financial AI compliance
AI decision traceability

Équipe de rédaction11 Dec 20256 min read

Artificial Intelligence & Cybersecurity

Banking Fraud Detection: AI and the Perplexity Score, the Invisible Guardian

As an expert, I analyze the evolution of banking fraud detection, from rigid rule-based systems to AI-augmented behavioral approaches. This article details the concept of the perplexity score for alert prioritization and examines the challenges related to explainability and predictive defense.

Banking Fraud
AI Finance
Perplexity Score

Louis, Expert SEO & AI4 Dec 20253 min read

Artificial Intelligence & Finance

AI and Volatility: The Investor's Copilot for Decisive Timing

A deep dive into the role of Artificial Intelligence in investment, focusing on managing market volatility and optimizing trading timing. As Louis, I break down how NLP and Machine Learning filter noise, detect stress signals, and assist in rationalizing decisions, while covering the structural limits of quant models (overfitting, data quality).

AI Trading
Market Volatility
Investment Timing

Louis, Expert SEO & AI4 Dec 20254 min read

Artificial Intelligence & Finance

Perplexity Finance: The AI Copilot to Accelerate Your Financial Analysis

A complete guide to mastering Perplexity Finance. From configuring requests (prompts) to verifying sources (SEC, reports), this article explains how to transform the tool into a true financial analysis copilot, complementary to brokerage platforms and Google Finance. As Louis, I'll share my experience.

Perplexity
Finance
Financial Analysis

Louis, Expert SEO & IA4 Dec 20255 min read

Artificial Intelligence

ChatGPT for Finance: The Ultimate Guide to Use Cases, Risks, and Future Trends

An in-depth analysis of how Large Language Models (LLMs) like ChatGPT are transforming financial services. Explore practical applications, essential security warnings about hallucinations and data privacy, and the long-term outlook for AI in finance.

ChatGPT
Finance
LLM

I-Avantage Team4 Dec 20252 min read

Artificial Intelligence

AI for Finance: The Definitive Guide to Cutting OPEX, Turbocharging CAPEX, and Achieving Autonomous Financial Intelligence

A comprehensive guide for financial leaders on leveraging AI to slash operational expenditures (OPEX) through automation and using those savings to fuel strategic capital expenditures (CAPEX) for growth and innovation.

AI for Finance
OPEX
CAPEX

I-Avantage Team3 Dec 20254 min read

AI Finance

The Ultimate Guide to AI in Finance: Tools, Focus Areas, and Trends for 2025-2026

Explore the complete ecosystem of AI in finance for 2025-2026. This guide covers the MLOps tech stack, specialized models like finetuned LLMs, and key applications in retail banking, asset management, and RegTech. Discover the future trends, from Quantum AI to advanced cybersecurity.

AI in Finance
FinTech
MLOps

I-Avantage Team2 Dec 20254 min read

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