Field notes · 07 published pieces · updated monthly

Field notes.

Long-form analysis on attribution, SaaS metrics, SME data infrastructure and pricing. Every piece is sourced to primary benchmarks (SaaS Capital, High Alpha, KeyBanc, Benchmarkit) or built from public-source audits. No thought-leadership fluff.

N° 01
SaaS

Why your SaaS metrics are lying to you

Three systems, three MRR numbers, zero confidence. Why Stripe, ChartMogul and your finance spreadsheet never agree — and the reconciliation that fixes it.
APR 2026 · 08 MIN
N° 02
E-COMMERCE

5 revenue leaks hiding in your e-commerce data

The attribution gaps, abandoned-cart signal and review decay every Shopify store is sitting on — and the SQL I use to surface each.
APR 2026 · 12 MIN
N° 03
PRICING

The actuarial approach to e-commerce pricing

Why insurers and pet-food brands have more in common than you think. A pricing model that gives you loss ratios instead of margin guesses.
MAR 2026 · 14 MIN
N° 04
SaaS

The dashboard your SaaS board actually needs

Nine numbers your investors keep asking for — MRR, NRR, CAC, LTV, burn multiple, Rule of 40. What to keep, what to cut, and the math behind each.
MAR 2026 · 10 MIN
N° 05
SME

You're running a $2M business on spreadsheets

Four signs your business has outgrown spreadsheets, and the cheapest viable path from workbook-of-truth to a dashboard you can check in 10 minutes.
FEB 2026 · 11 MIN
N° 06
PRICING

Why your dashboard isn't making you money

Most LTV calculations are wrong because they ignore cohort decay. A cleaner method, with a worked example on a nutrition subscription brand.
JAN 2026 · 13 MIN

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