The Advisory Edge

17 articles

The AI operating system under the advisory firm you promised

The AI operating system under the advisory firm you promised

Six layers — firm identity, tech stack map, client registry, workflow templates, agent slots, monitoring. Four of them have real value with zero AI agents running. Most CAS firms don't have any of them in deliberate form, which is why their AI investments keep producing chatbots wearing the firm's logo instead of real changes to how the practice operates.

Peter McCarroll
Peter McCarroll
Quality control in AI bookkeeping: what's the human for?

Quality control in AI bookkeeping: what's the human for?

Ian Crosby, the founder behind Bench, just launched an AI service that does a small business's books for $49 a month. The reflex is to argue AI isn't good enough yet — but that's the wrong question. As production automates and the data stops arriving pre-trusted, the durable human role moves to quality control: catching what the AI gets wrong, standing behind the numbers, and turning that into advice.

Peter McCarroll
Peter McCarroll
The retirement wave just hit an AI wall

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.

Peter McCarroll
Peter McCarroll
PwC just stopped selling hours

PwC just stopped selling hours

PwC launched a subscription AI platform that lets clients access tax, financial analysis, and due diligence intelligence — without the hourly bill. When the largest firm in the profession stops selling hours, every firm below them inherits the pricing question. The answer isn't panic. It's building.

Peter McCarroll
Peter McCarroll