Insights

Field notes from
inside the work.

A small set of essays and methodology pieces, written as engagements teach us something worth sharing. No content cadence, no SEO churn — only when there's something to say.

First dispatch publishing soon.

How AI is changing financial diligence — and what it can't.

A working operator's view of where machine analysis adds genuine speed in M&A, and the moments where human judgment is still the only acceptable answer.

In drafting

The CFO stack for an AI-native startup.

What the modern finance function actually looks like when AI tooling is assumed, not aspirational. Tools, cadence, and the headcount math that follows.

In drafting

Denials are a data problem. Most clinics don't have the data.

Why revenue cycle teams keep missing seven-figure leakage, what the data infrastructure to find it looks like, and how to stand it up without ripping out your RCM vendor.

In drafting

Quiet, occasional, worth opening.

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