Where to Place Your First AI Agent in Accounting
Your first agent shouldn't live inside your accounting platform. Start where the door is already open.
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.
79 articles
The McKinsey AI leadership gap
Accenture just cut 11,000 and trained 70,000 in AI — what CEO Julie Sweet called "exiting people where reskilling isn't viable." McKinsey's data says only 14% of firms have leaders like that. If your practice's AI investment isn't producing results, the bottleneck isn't your tools or your team. It's you.
Are you using AI to solve a cost problem or a revenue problem?
Most CAS practices are using AI to solve a cost problem. PwC's April research shows that's the 80% position — and it caps your upside. Here's what the 20% are doing instead, and why your niche is the prerequisite for getting there.
Weekly AI Roundup: The deferral window just closed
PwC and Accenture both restructured around AI this week. Anthropic shipped Opus 4.7 and quietly moved enterprise billing to per-token pricing. OpenAI bought its way into personal finance. Here's what a week like this means if you're running a CAS practice.
You're five minutes away from your first AI agent
2026 is the year of the agent — and you're five minutes away from building one you could reuse every day. An agent isn't a new technology. It's the same AI you're already using with a better job description. The gap between a prompt, a workflow, and an agent is smaller than most CAS practitioners think.
What does your practice sell when the platform does the work?
A major accounting platform just guaranteed 95% automation or you don't pay. When the software handles nearly all the transactional work, the question isn't whether your bookkeeping fees survive — it's what your practice actually sells next. The answer reshapes your cost structure, your fee model, and your client service.
Weekly AI Roundup: The walls just started to move
The walls between vendor, tool, and practice started to move visibly this week. Digits priced bookkeeping on outcomes. Perplexity put a personal CFO on every client's phone. Anthropic quietly passed OpenAI on revenue. Here's what a week like this means if you're running a CAS practice.
The one-person unicorn needs an accountant. Are you ready?
A single founder just built a $1.8 billion company with 11 employees. These AI-enabled hypergrowth clients need more advisory support than traditional clients, not less. The question is whether your practice is structured to serve them — or whether you'll watch them leave for a firm that is.
The retirement wave just hit an AI wall
75% of CPAs are nearing retirement. AI capability compression is bifurcating firm valuations into a K-shaped market — encoded knowledge and advisory capacity drive premiums, while compliance-heavy practices with knowledge locked in people's heads face a buyer pool that can now build from scratch for less.
Weekly AI Roundup: The convergence is complete
Every major accounting platform now has an AI partner — or two. Anthropic had its roughest week yet. Google gave away a frontier-class model for free. And one person built a $1.8 billion business with $20,000 and a laptop.
Your team's AI failures are a skills gap in disguise
A staff member built a brilliant practice management dashboard with AI. One problem — the data that would make it work lives in three systems that don't talk to each other. That gap between vision and architecture is the same gap every CAS practice is hitting. The fix isn't more training. It's building artifacts that prove your team can do the work.
Stop Paying for Tools That AI Can Replace
Most of the tools CAS practices pay for aren't doing anything AI can't do — they're formatting engines that take data you already have and present it the way someone expects it. Two real engagements proved the point: a QBO year-end that normally required a ledger in Xero, and a working trial balance request that normally required Caseware. Both replaced in an afternoon with purpose-built agents.