Field Notes

Writing from our revenue analytics practice

Practical guidance on metric definitions, dashboard design, and close-cycle reporting—grounded in engagements with finance teams across Korea and APAC.

2026-03-12 · Min-jae Park

Why Finance Leaders Still Confuse ARR with Bookings—And How to Fix the Board Slide

The distinction matters more than most SaaS finance teams admit. A practical guide to aligning definitions before your next investor update.

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2026-02-28 · Soo-yeon Han

Designing a Net Retention View That Survives Scrutiny from Your Audit Committee

Net retention is easy to quote and hard to defend. Here is how we structure cohort views that auditors and boards can follow.

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2026-01-15 · Min-jae Park

Choosing a BI Tool When Your Finance Team Owns the Decision

IT will have opinions. Engineering will have preferences. Here is a finance-first framework for evaluating visualization tools without a six-month bake-off.

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2025-12-04 · Soo-yeon Han

A Monthly Close Dashboard Checklist for Controllers Who Are Tired of Last-Minute Surprises

Twelve verification steps we walk through with every controller before certifying a recurring finance dashboard for production use.

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