canonical/modules/M029-recurring-revenue-and-retention-quality.md

<!-- Generated loss-aware reference mirror from God_Level_Public_Company_Financial_Analyst_Job_Guide_V6_99_ALL_SUB70_FIXED.docx. Canonical source remains the bundled DOCX. -->

<!-- Module: 029 | Title: Recurring Revenue and Retention Quality -->

## PART VI - BUSINESS QUALITY | MODULE 029

# Recurring Revenue and Retention Quality

> Mission. Measure renewal behavior, churn, net retention, contract durability, and hidden re-acquisition costs.

## Decision output

Objective: Measure renewal behavior, churn, net retention, contract durability, and hidden re-acquisition costs. The completed work product must be reproducible from evidence, show the downstream financial or decision effect when material, state the strongest contrary case, and define a dated update rule.

## Explicit operating procedure

1. Define what actually recurs: contractual subscription, usage relationship, maintenance, repeat purchase, installed-base service, policy renewal, or another mechanism.

1. Reconstruct gross retention, net retention, logo/customer retention, expansion, contraction, renewal term, cohort age, and price/usage effects using stable definitions.

1. Separate contractual backlog/RPO from expected economic retention; cancellation rights, renewal options, consumption risk, and implementation delays change durability.

1. Measure customer concentration, cohort maturity, product/module dependence, and reacquisition cost to understand whether recurring revenue is diversified and self-sustaining.

1. Test whether expansion revenue is genuine customer value growth or merely price increases, acquisitions, seat inflation, or product bundling.

1. Forecast installed-base revenue from beginning cohort, churn, contraction, expansion, and new additions so retention assumptions are visible and falsifiable.

## Required evidence and model bridge

- Primary-source set: KPI history, customer cohorts, pricing evidence, cost structure, capital requirements. Preserve exact document/version, date, period, and source location for every material factual input used in recurring revenue and retention quality.

- For each key concept - ARR/MRR, renewals, cancellation rights, usage, gross retention, net retention - state whether it is a reported fact, analyst calculation, management claim, external estimate, or judgment. Quantitative concepts must retain raw components and units; qualitative concepts must retain the specific evidence and counterevidence.

- Map only economically relevant findings into the model or decision record. Process-control modules such as recurring revenue and retention quality may have no direct valuation line; in that case document the downstream error or governance risk the control prevents.

## Metrics and calculation controls

| Metric / concept | Construction | Required validation |
| --- | --- | --- |
| gross retention | GRR = beginning-cohort recurring revenue retained before expansion / beginning-cohort recurring revenue | gross retention: Recalculate gross retention from cited inputs; reconcile definition, period, units, signs, and source version; investigate and document any variance before use. |
| net retention | Recurring revenue from the opening customer cohort after churn, contraction, and expansion divided by that cohort's opening recurring revenue. | net retention: Recalculate independently from cited source data; verify definition, period, units, scope, signs, and any reconciliation to reported financial or operating totals. |
| renewal exposure | Recurring revenue or contract value scheduled for renewal within the selected horizon divided by total recurring revenue or contract value. | renewal exposure: Recalculate independently from cited source data; verify definition, period, units, scope, signs, and any reconciliation to reported financial or operating totals. |



## Worked application

> Case: 120% net retention hides 83% gross retention and customer concentration.

- Reconstruct the relevant reported fact from primary evidence before interpreting the case. For recurring revenue and retention quality, show the raw components rather than only the resulting ratio or narrative.

- Build the causal chain through ARR/MRR, renewals, cancellation rights, usage, then identify which link is directly observed and which link remains an assumption.

- Calculate gross retention, net retention, renewal exposure from sourced components under the reported/base interpretation and at least one skeptical alternative interpretation.

- Translate the difference between cases into the variable that matters for recurring revenue and retention quality: evidence quality, revenue, operating profit/NOPAT, free cash flow, invested capital, financing/dilution, risk, or valuation. Mark non-applicable links instead of inventing them.

- Expert consistency test: separate expansion from durability and track renewal calendars by cohort.

- Precommit the specific future filing, KPI, customer/supplier observation, regulator action, or market input that would materially invalidate the recurring revenue and retention quality conclusion.

## Failure tests

- FAIL if ARR/MRR cannot be defined and reproduced from the source pack.

- FAIL if recurring revenue is judged from aggregate growth without gross retention, expansion/contraction, contract durability, reacquisition cost, and cohort behavior.

- FAIL if the recurring revenue and retention quality conclusion depends on an unstated assumption, unreconciled definition, or evidence that cannot be traced to its source/version.

- FAIL if evidence materially inconsistent with the recurring revenue and retention quality conclusion is omitted, reclassified, or dismissed without a documented definition, materiality, causal, timing, and source-quality analysis.

## Completion test

A senior reviewer must be able to reproduce the recurring revenue and retention quality conclusion, vary the most sensitive assumption independently, trace the change through the model, understand the strongest opposing case, and identify the next evidence that would force an update. If any link is missing, the module remains open.