The Self-Improving Firm
A nine-part series on what an AI-native accounting firm actually looks like — built around AI from the floor up, not bolted on top.
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The Roman Legion Problem
What if the org chart is the bottleneck? The firm pyramid was built to move information through people — the one job AI absorbs best.
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Burn Tokens, Not Headcount
What if your next hire is a context window? Recruitment cost and compute cost are now the same line item on a partner P&L.
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The Sensor Layer
What if your firm could see every client signal in real time? Replacing partner memory with a queryable, continuous record.
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The Decision Layer
What if every policy in your firm were written down? The hardest — and most clarifying — part of becoming AI-native.
Read more →The Working Papers Factory
What if seniors stopped preparing files and started specifying them? The specs-and-tests model, and an inverted career pyramid.
Read more →Closed-Loop, Not Open-Loop
What if your firm got smarter every night? Why most firms run themselves open-loop — and the compounding edge of fixing it.
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