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Insights

Writing on models, valuation and underwriting

Practitioner notes rather than commentary. Each piece is written from engagements, and each one ends somewhere useful.

A navy spreadsheet grid sheared out of alignment along a single gold stress line
9 min readModel audit

How investors stress-test your financial model in due diligence

The eight things a diligence team does to your model in the first hour, and how to make sure none of them produce a surprise.

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A gold curve decaying toward the right beside a row of ivory comparable bars, one highlighted in gold
10 min readValuation

DCF vs. comparables: which valuation method fits your stage

Why a DCF on a pre-revenue company is theatre, why comparables break at the top of a cycle, and how to weight both honestly.

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A wireframe building massing on navy with one floor slab offset out of register and marked in gold
11 min readReal estate models

Real estate development pro forma: 7 errors that kill deals

Seven recurring modelling errors found in development underwriting, each of which has cost a sponsor a deal or a promote.

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Two ways to start

Book the call, or start with the checklist.

If you know what you need, book the scoping call. If you are still deciding, take the checklist investors effectively run your model against and see where it stands.

One email with the checklist. No sequence, no sharing your address.

Book a 30-minute scoping call

Thirty minutes on what exists, what it needs to do, and who has to be convinced. A fixed-scope proposal follows within 48 hours.

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