By FunctionFoundational

AI for Finance & Accounting

Where AI ships real value in finance — close, AP, audit, forecasting — without the data-quality dead-ends.

65 min·8 chapters·Individual contributor · Manager · Director · Executive·Free

Last updated: 2026-05-19

What you'll learn

By the end of this course you'll be able to:

The four AI plays for finance — and the one to skip
Invoice & document AI — the four-week build plan with operational rhythm
The reconciliation agent — close from five days to two without firing the controller
Forecasting with AI — when ML beats Excel, when Excel still wins, and the governance overlay
Anomaly, audit, and fraud — three layers, internal audit as ally, the two failure modes
Tax & compliance copilots — three boring use cases that work, three to deliberately skip
The data quality conversation — three blockers, what to fix, and the 90-day sprint
Your finance AI roadmap on one page — five sections, three conversations to unlock

Who this is for

CFOs, controllers, FP&A leads, accountants, and audit partners. Especially valuable for finance teams who have been pitched 40 AI tools and need to know which ones actually work in regulated, audit-able environments.

Curriculum

8 chapters · 2 hands-on exercises · capstone challenge

Each chapter ends with the learning objectives ticked off. Quizzes are auto-graded with feedback; exercises are open-ended and produce artifacts you can take to your team.

1. Where AI fits in finance

8 min

Name the four AI plays for finance — and the fifth that wastes time
Sequence the plays in the right order; spot the three traps

2. Invoice & document AI

9 minQUIZ

Build the three deliverables — extraction, LLM verification, ERP write-back
Run the four-week build and lock in the operational rhythm

3. The reconciliation agent

8 minEXERCISE

Map the agent into your close calendar to recover two days a month
Set the material-entry threshold that keeps auditors comfortable

4. Forecasting with AI

9 minQUIZ

Score the five conditions: when ML beats Excel, when Excel wins
Stand up forecasts with confidence intervals + the three-item governance overlay

5. Anomaly, audit, and fraud

8 min

Buy the three layers in order: rules → statistical → LLM reasoning
Make internal audit an ally; track investigation rate weekly

6. Tax & compliance copilots

7 minEXERCISE

Run the three boring use cases that work — and deliberately not the three that don't
Lock the source-of-truth, enforce citation, review edge cases quarterly

7. The data quality conversation

8 min

Name the three blockers: master data, unstructured GL, history without consistency
Run the 90-day data sprint that pays back fifty times in AI deployment time

Capstone: Capstone — Your finance AI roadmap on one page

8 min

Collapse the course into a five-section operating roadmap
Unlock the three conversations: CFO, internal audit, audit committee

Capstone deliverable: Every learner who completes this course produces «Your Finance AI 2-Quarter Roadmap» — a tangible artifact you take back to your organization.

Interactive Course · Free

Full web-rendered experience available now.

All 8 chapters live with interactive slides, audio narration, mock-exam practice, and cross-device progress tracking. The first two chapters are accessible without an account.

Take the interactive course

References & sources