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Notes on operational architecture.

Long-form writing on how small professional services firms actually run, where the handoffs fail, and what AI is and is not useful for. Written for managing partners, not for other consultants.

2026-04-18  ·  9 min read

AI for accounting firms: why most implementations fail

Accounting firms drowning in low-margin admin keep buying AI tools and not shipping. The problem is not the tool. The problem is that nobody designed the workflow before they bought the tool. The five accounting workflows where AI actually ships, and the pattern of why the others stall.

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