AI in Accounting: Team or Tool?

Is AI a team member, a tool, or both? In this episode, Damien Greathead and Penny Breslin dig into how AI is actually being used inside accounting and bookkeeping practices today — not in theory, but in the day-to-day.

Penny walks through a real client cleanup project where she used Claude to turn a messy Excel breakdown into a client-ready proposal in minutes (and caught the AI's own math mistake along the way). The conversation moves into what this means for team development — how firms need to intentionally build critical thinking skills in their people so they don't become passive "bot approvers," and why understanding the full context of a client (not just the transaction data) still requires a human.

They close with practical advice on how to write better AI prompts by giving the "set and setting," and where to find more from Penny and Damien.

Time Stamps:

• 0:00 — Intro: welcome to It's Not Just The Numbers, meet your hosts
• 1:49 — Is AI a team member or a tool? Opening debate
• 7:31 — Real case study: using Claude to build a client cleanup proposal from a messy Excel file
• 19:17 — Shifting focus to the team: what AI means for an 80-person accounting staff
• 21:07 — Teaching critical thinking skills in a technical, linear-trained workforce
• 23:34 — The "rainforest" mindset: seeing complex opportunity instead of fixating on crisis
• 26:25 — Gamifying work with AI to build critical thinking habits
• 31:33 — "Set and setting": how to prompt AI like you'd brief a team member
• 38:42 — Where to find Penny and Damien, and closing thoughts