The ChatGPT, Claude, or API bill does not add up
A team pays for several accounts and cannot tell which one is spare.
The report matches invoice and usage, gives a verdict per tool (keep, reduce, cancel, or watch), and leaves three actions for this week.
Unused Copilot or other seats
Seats are paid for and nobody opens them.
The report places the billed seat next to the person on the export. If members are missing, we do not match them and we say so.
Agents left running after hours
Automations call a model and nobody turns them off.
The report leaves a euro cap equal to this period's invoice. Without day-by-day usage it does not say how the month will close or which model to switch. The calculator on the site is only a prior estimate.
A fast-built app and mixed customer data
A vibe-coded web app with an AI chat, a database, and hosting.
Besides spend, the report flags whether one customer could see another's data, whether the chat meets a basic privacy bar, and whether licenses are duplicated. The public sample is Hatchpad, a fictional company.
AI plus Shopify, hosting, and web SaaS
Digital spend does not fit on a single AI invoice.
The digital stack report (€290, 5 to 7 business days) puts AI, the store, and the website into one euro plan. It still does not ask for passwords.