Resources
Notes from the revenue frontier.
Guides, case studies and engineering notes on billing and ASC 606.
Previous articles
A metered line, checked before it is sent
41 million events a month
- Stream41M events
- Windowthe period the line covers
- Checksumof the events inside it
- Recomputebefore sending
- Agreesinvoice sends
- Disagreesrun halts
Late arrival, duplication and silent loss all show up as a checksum that disagrees.
Aug 2026Usage-Based Billing Explained: How It Works and Why SaaS Is Switching in 2026
Usage-based billing charges customers for what they actually consume. See how it works, why 38% of SaaS companies now use it, and how to adopt it without breaking finance.
Anubhav DubeyLineage, from the number to the clause
Event-sourced revenue, 45 minutes
- Clausein the signed contract
- Contract eventthe term, stored once
- Usage eventsas consumed
- Invoicederived, not copied
- Paymentmatched
- Metricderived on read
Replay reconstructs any figure at any past date.
Aug 2026Hybrid Pricing Models: How to Combine Subscription, Usage, and Credits Without Confusing Buyers
Hybrid pricing now beats pure usage-based or per-seat models in SaaS. Learn the most common hybrid patterns, when to offer customers a choice, and how to avoid pricing-menu overload.
Anubhav DubeyThe number that changes what you would do
Three models, three metric sets
Subscription
- MRR and ARR, with the four movements
- Net revenue retention
- Quick ratio, gains over losses
Consumption
- Committed spend against drawdown
- Utilisation of contracted capacity
- Breakage on prepaid credits
Services
- Total contract value and backlog
- Percent complete by value
- Realisation and billable utilisation
Consumption reported as pure MRR, and services as ARR, are the two common errors.
Aug 2026AI Token-Based Pricing: A Practical Guide to Billing AI Products and Agents in 2026
Token-based pricing is now the default for AI products, but it breaks traditional billing and forecasting. Here's how token billing works, why costs are opaque, and how to price AI without losing margin.
Anubhav Dubey