Perspectives
How we think about cost attribution, evidence, and the spend no one can explain yet.
Perspectives
AI cost per customer, and the margin it leaves
An AI bill says what each model cost, never which customer it was for. How CostReveal divides shared AI spend by the usage your application already reports, and sets it beside Stripe revenue for gross margin by customer.
, 3 minute read
Perspectives
Allocation rules for shared costs
Tags never explain everything. How CostReveal names owners and divides shared costs with rules anyone can read as a sentence, applied in a stated order, versioned, and never overriding what the bill and tags already say.
, 4 minute read
Perspectives
Budgets that forecast from their own spend
A team's budget forecast should follow the team, not the project. How CostReveal forecasts every budget from its own spend, day by day, states its method, and alerts once without ever blocking anything.
, 4 minute read
Perspectives
Chargeback finance can close
Internal billing breaks when figures move after the month is closed. How CostReveal charges cost centers for what they own, closes each month into a statement that never changes, and records a provider restatement as a new version.
, 3 minute read
Perspectives
What a security review will ask, answered
Cost data touches every provider account you have. How CostReveal keeps organizations apart, reads only what it needs, requires two step verification, signs people in through your identity provider, and records every change.
, 4 minute read
Perspectives
What drove the change, measured rather than guessed
Spend went up 18 percent. Which team, service or customer moved it, by exactly how much? How CostReveal divides any change in spend by every dimension, so the parts add up to the change.
, 4 minute read
Perspectives
Why CostReveal shows the spend it cannot explain
Every cost tool has a number it cannot attribute. Hiding it makes the rest look more certain than it is. Why CostReveal shows unknown spend, and how teams shrink it.
, 7 minute read