Playbooks, benchmarks, and architecture notes on metering, usage-based pricing, rev-rec, and Stripe plus NetSuite billing infrastructure. For CTOs, platform engineers, RevOps, and finance.
The seven ingestion, deduplication, rounding, and rollup errors that quietly leak six figures per year from AI and API-first companies with usage-based pricing.
StrategyThe CFO-grade ROI case for adopting usage-based billing infrastructure: engineering hours saved, leakage recovered, pricing velocity gained, and audit cost reduced.
PlaybooksA concrete 60-day playbook for migrating off Stripe Billing to dedicated metering, using shadow mode, cohort cutover, and Stripe as the payment rail throughout.
PlaybooksA CTO-grade playbook for usage-based billing infrastructure that meters events, versions pricing, and syncs to Stripe and NetSuite without breaking under load.
PlaybooksA step-by-step tactical playbook for shipping a usage-based pricing change in a single afternoon: draft, back-test, roll out, and reconcile in five hours.
OperationsThe mechanism behind billing leakage: why metered invoices drift from the meter, where the drift originates, and the six checks that eliminate it.
FrameworksAn advanced pricing back-test playbook: replay 90 days of real usage against draft pricing, quantify per-customer deltas, and roll out with confidence.
FrameworksWhen Stripe Billing is enough and when a dedicated metering layer starts to pay for itself. A framework for API-first and AI companies with real usage-based pricing.
OperationsThe cross-functional playbook for closing metered revenue in NetSuite without a controller spreadsheet: checksums, rev-rec sync, and the finance-engineering contract.
StrategyWhat in-house metering actually costs API-first and AI companies in engineering time, pricing velocity, and gross margin leakage. The four line items nobody budgets for.