Observability & spend
Most AI tools give you the answer. The Hub gives you the receipt as well: an account-wide record of every AI action taken on your behalf, traced, timed and priced to the token.
Every workflow run across every project, plus Studio, in one view. One view catches the workflow in another project that is quietly doing the spending.
Token counts come back from the model provider on every single call, so the number you see is the number you were charged.
A failed run records the step that failed and what it was given — including, for web steps, which addresses were tried and what happened to each.
Nearly every unexpected bill has one of two causes: a scheduled workflow running more often than intended, or one grounded on far more project material than it needs. The by-workflow breakdown surfaces both at a glance.
Traces tell you what your AI did. Uptime QA tells you whether what you shipped is still standing up. Point a check at a page and it confirms it loads — or send an agent through the form itself, filling it the way a customer would and judging whether the result is still right.
A quote form that loads perfectly and stops returning quotes passes every uptime monitor on the market. This one notices.
We build alongside a small, deliberately chosen group of researchers and teams — close enough that what you ask for tends to ship. Tell us what you research, and we'll open the door.
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