What Your Churn Rate Actually Tells You (And When to Stop Obsessing Over It)
Your churn rate isn't one problem — it's a diagnostic signal, and what it's telling you depends entirely on where you sit on the spectrum.
Your Profit Margin Might Be Too High
A Rule of 40 score of 112 sounds incredible — but when you're getting acquired at 16x revenue, every dollar of profit you kept was a dollar you didn't multiply by 16.
We Cut $30K in Monthly Ad Spend. Here's What the Data Showed Us.
A simple win attribution exercise revealed that our most expensive channel was also our worst performer. We shut it down and reinvested the budget where it actually works.
From Seats to Outcomes: The Pricing Shift Every Software Buyer Needs to Understand
When AI agents replace headcount, charging per seat stops making sense — and the entire SaaS pricing stack is shifting to match.
AI Is Killing SaaS Margins. Outcome-Based Pricing Is How You Get Them Back.
Traditional SaaS margins ran at 80–90% — AI slashed that overnight, and the companies adapting fastest are shifting from charging for access to charging for outcomes.
The End of the All-You-Can-Eat Buffet: How AI Is Forcing a Rethink of Software Pricing
Seat-based SaaS pricing is under pressure from AI economics. Here is the full spectrum from traditional subscriptions to outcome-based models — and what it means for every company buying or building software today.
Why We Use Story Points for Outcome-Based Pricing
Hourly billing rewards slow work. Outcome-based pricing, built on story points and powered by AI estimation, rewards the engineers who actually deliver.
Build vs. Buy AI for Non-Technical Companies: The $100K Threshold
Custom software used to require a six-figure engineering team — now non-technical companies can own purpose-built tools for under $100K, and the math keeps improving.
Build vs. Buy AI for Tech Companies: When the Math Changes
AI agents have cut the cost of building internal software so dramatically that the old excuse — 'we already have a tool for it' — no longer closes the conversation.
The Future of Build vs. Buy: Throwaway Software, Dark Factories, and Liquid Code
The build vs. buy decision is about to get a third option — and it's coming faster than most software buyers realize.
Build vs. Buy AI: When to Build Custom and When to Use Off-the-Shelf
Most AI vendors won't tell you when buying off-the-shelf is the smarter call — so here's the decision framework they'd rather you didn't have.
Maximizing Startup Valuations: Crucial Factors in M&A Success
Most startups leave valuation on the table in M&A — not because they lack a great product, but because they misunderstand what acquirers actually pay for.
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