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Buy vs. build, part 2: The pricing wrapper nobody reads

Buy vs. build, part 2: The pricing wrapper nobody reads

Per-client and per-user app fees levy a decision tax accountants have paid since QuickBooks Desktop gave way to subscriptions. Part 2 of Buy vs. build reads the pricing wrapper the way an accountant should, as a risk contract: who carries the token volatility, who holds the repricing option, and what to watch as usage-based pricing arrives.

Peter McCarroll
Peter McCarroll
Weekly AI Roundup for Accountants: A better answer is not a better firm

Weekly AI Roundup for Accountants: A better answer is not a better firm

Anthropic shipped two things this week that answer the same question in opposite ways: a feature that turns one screen recording into an editable procedure file, and a model that checks its own work brilliantly and remembers none of it. Meanwhile OpenAI launched a program teaching small-business owners to do their own accounting, and a top-15 firm committed its whole client accounting practice to a firm-trained AI model. The question running under all of it is which of these leaves anything behind.

Peter McCarroll
Peter McCarroll
Cleaning up after AI should cost more than the bookkeeping did

Cleaning up after AI should cost more than the bookkeeping did

A returning client chose our cheaper self-service tier, left the integrations broken, and handed us a year-end file so damaged we spent more hours than the full-service fee would have covered — then balked at the bill, took the discount, and left anyway. Every firm runs some version of that inversion: the cleanup, the harder job, is the one we discount. As "my AI does the books" spreads, here's the pricing mechanism that stops it.

Peter McCarroll
Peter McCarroll