Iro AIResearch faster
Use AI to summarize filings, compare companies, and surface questions.
Model with care
Practice using AI to draft and review formulas without losing accountability.
Communicate clearly
Turn dense analysis into clean briefings for partners, clients, or your team.
Why finance needs deliberate AI practice
Finance work is high-context and high-stakes. Casual AI use can be helpful for summarizing a 10-K or drafting a memo, but the same tools can also invent figures, misread a footnote, or quietly drop an assumption. Iro is designed to build the judgment loop: ask the right question, supply the right context, evaluate the answer, and own the result.
The finance path teaches AI as leverage on top of fundamentals you already have. It is not a replacement for CFA, CPA, MBA, or other accredited programs, and it is not financial advice.
What you practice in Iro
- Prompting AI for company research, comparable analysis, and industry primers.
- Summarizing filings, transcripts, and long PDFs with structure preserved.
- Drafting and reviewing Excel/Sheets formulas and Python snippets with AI.
- Catching hallucinations in numbers, dates, citations, and accounting language.
- Writing investor updates, client memos, and one-pagers using AI as a co-editor.
Who this is for
The finance path is built for analysts, associates, founders, finance-curious students, and operators who handle FP&A, fundraising, or reporting. It pairs well with the AI for work, AI agents, and prompt engineering paths.