You Can't Bill for an Outcome You Can't Measure
Outcome-based pricing has the best margins and the worst disputes. Without measurement and attribution you own, every invoice is an argument...
Framesta Fernando All Articles
Framesta Fernando 
Your 80% Margin Died the Day You Shipped AI
AI gross margin is the metric your board has not repriced yet. Inference turns software COGS from fixed to variable, and an 80% margin can f...
Framesta Fernando 
Your Datadog Bill Is an Architecture Problem
Datadog cost does not explode because you monitor too much. It explodes because of cardinality and high-watermark billing. Where the observa...
Framesta Fernando 
Per-Seat Pricing Is Dead. Your Margins Already Know
Per-seat pricing is dead, and AI is the cause of death. Why seat-based SaaS quietly caps revenue and wrecks margin, and the pricing model th...
Framesta Fernando 
Vibe Coding Technical Debt: The Hidden Infrastructure Tax on AI Velocity
Vibe coding technical debt is the silent infrastructure tax paid when teams rely on AI code generation without architectural oversight. Whil...
Framesta Fernando