How Octorato does per-client FinOps: attribution + hard budget caps (opens in new tab)

An Octorato runs one operator's "brain" across many sealed client arms. The moment you do that, one question decides whether you have a business or a money pit: which client's actions burned which tokens — and can you stop one client from running you to a $4,000 bill? This is the part people bolt on after the first surprise invoice. In Octorato it's native, because the architecture forces it. Here's exactly how it works — and, just as importantly, where it's an estimate vs. a hard guarantee. ...