Peter McCarroll

Peter McCarroll

Founder of Fuel Accountants and The AI Accountant. With over 15 years in practice management and technology consulting for accounting firms, Peter is passionate about helping accountants embrace AI to transform their businesses.

42 articles

Get it out of your head

Get it out of your head

The research was valuable. What happened next was more valuable — a 10-minute reflective conversation with the AI that turned a one-off project into a reusable methodology anyone in the firm can follow. That's context engineering. And it's how you stop losing what you learn.

Peter McCarroll
Weekly AI Roundup: The AI is coming to you

Weekly AI Roundup: The AI is coming to you

Canopy is embedding AI bookkeeping directly into practice management — real-time GL visibility, issue detection, and month-end close automation inside the tool you already use. Plus OpenAI's $110 billion bet on agentic AI, Anthropic removing the last barrier to switching, and why 30,000 accounting firms watched one AI demo in three days.

Peter McCarroll
Your AI strategy has a political risk problem

Your AI strategy has a political risk problem

Anthropic was designated a Pentagon supply chain risk. Oregon passed AI disclosure and safety legislation. Seventy-eight state bills are moving with no federal framework. Government decisions are reshaping AI vendor access faster than most firms' planning cycles — and the only hedge is building where no policy can reach.

Peter McCarroll
Your accounting platform doesn't want you using AI. Here's what to do about it.

Your accounting platform doesn't want you using AI. Here's what to do about it.

Xero's updated developer terms now prohibit external AI agents, ban API data training, and impose $99–$895/month access costs — while launching their own proprietary AI. The message is clear: platforms will monetize AI access and restrict yours. The highest-leverage response is to stop waiting for platform access and start building in the gaps where vendors have no gatekeeping power.

Peter McCarroll