← All work Finance · Finance AI · 2026

AI model reviewer

An assistant that reads a spreadsheet model, lists the risks and explains the fixes.

Demo case study
Role
Design and build
Year
2026
Tools
Python, LLM
Link
Demo

Every project here is a template I built in my own time with demo data, free to use at your company or for personal use. None of it relates to any company I work for or have worked for, or to my role there.

AI model reviewer cover

Problem

Reviewing a large model by hand missed broken links and hard coded numbers.

Approach

Map every formula, rank the risks and explain each one in plain words.

Result

Illustrative only: reviews in minutes, with a written trail.

Next projectDeal pricing model