Building AI Fluency for Finance

how AI fits into real finance & accounting work, with judgment and control

ABOUT ME

I'm Jennifer - a CPA in tech focused on building AI fluency for finance.

I write and speak about how AI actually shows up inside accounting and finance teams, grounded in real workflows and real constraints.

My work helps teams and individuals understand where AI improves day-to-day work, where it introduces risk, and where professional judgment still anchors the work.

I focus on:

→ Applying AI in real finance workflows
→ Building practical AI fluency

→ Identifying where AI helps and adds risk
→ Anchoring AI use in professional judgment

I share practical lessons from working with AI in finance so accountants and teams can adopt tools with clarity, confidence, and control.

What I Write About

AI in Real Finance Work

How AI actually shows up in close, reporting, analysis, and day-to-day workflows — with real constraints.

Where AI Needs Human Judgment

Risk, accountability, ethics, and why AI outputs still need professional context.

Staying Relevant in an AI World

How accountants build careers that last as tools change and expectations rise.

Get the Newsletter

Monthly notes on building AI fluency in accounting and finance work.