← Every exhibit
Executive Diagnostic Framework and Audit Checklist
| Diagnostic Dimension | Exemplary Maturity (2 Points) | Acceptable Baseline (1 Point) | Critical Structural Defect (0 Points) |
|---|---|---|---|
| 1. Business Value Alignment | Metric scales directly with customer revenue, throughput, or ROI | Metric loosely tracks business activity, but with occasional divergence | Metric completely uncoupled from value (e.g. seats for backend tools) |
| 2. Adoption Neutrality | Product usage, team invites, and logins are completely frictionless | Minor friction on specialized roles; core team is unlimited | Licensing seats directly discourages internal product adoption |
| 3. Budget Predictability | Buyers can forecast annual spend within 10% during procurement | Spend varies moderately; quarterly true-ups are required | Extreme invoice volatility; customers suffer chronic budget anxiety |
| 4. Independent Auditability | Customer can independently verify and reconcile metered units in CRM/ERP | Metric is auditable, but requires manual vendor log requests | Black-box metric calculated exclusively by proprietary vendor algorithms |
| 5. Gross Margin Protection | Pricing elasticity $\delta$ strictly exceeds marginal infrastructure elasticity $\eta$ | Margins are protected on average, but heavy power users dilute margin | High-volume customers consume immense infrastructure, yielding negative margins |
| 6. Automation Resilience | Metric monetization expands when software automates human tasks | Metric is partially insulated from automation headcount drops | Per-seat metric that actively suffers revenue decline as AI automates work |
| 7. Ingestion Protection | Setup, onboarding, and data ingestion are 100% free and unmetered | Minor fees on data ingestion, but waived during onboarding | Ingestion is heavily metered, directly choking initial time to value |
| 8. Inactive Record Policy | Metric filters out dormant, inactive, or archived entities | Dormant records discounted, but still consume billable quota | Customer billed full price for dormant records, prompting database pruning |
| 9. Sales Quoting Simplicity | Standard rate cards enable sales reps to generate quotes in < 5 minutes | Complex multi-variable calculations require RevOps assistance | Quoting requires manual engineering sizing, paralyzing sales velocity |
| 10. Migration Governance | Formal 12-month grandfathering bridge with price-cap guarantees | Existing customers transitioned with ad-hoc discount negotiations | Abrupt metric switch forced on renewal, provoking customer revolts |
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Reference & Evidence
Source: Table from this essay. Sources and interpretation are given in the article.