Churn in the Age of AI: The New Retention Playbook
Under consumption pricing, customers leave gradually before they leave formally. Here are the new churn signals and why your renewal-date…
Usage-Based Billing Infrastructure: The Unsexy Prerequisite
You cannot bill for what you cannot count, and most products were never built to count. Here is the metering…
SaaS Consolidation: Why Buyers Are Cutting Their Tool Count
Reported tool consolidation is running at 20% to 30%, and AI features arriving inside platforms you already own are accelerating…
When Agents Become the User: What SaaS Products Must Change
If an agent uses your product on a customer behalf, your onboarding, UI polish and usage metrics all measure the…
Vertical AI SaaS: Why Narrow Beats Broad in 2026
When AI can rebuild generic features cheaply, general-purpose software loses its moat and vertical software gains one. Here is what…
Outcome-Based Pricing: How to Actually Implement It
Outcome pricing is easy to announce and hard to operate. Here are the twelve decisions you must make before you…