Multiple providers. Subscriptions and API usage tracked in different places. Coding agents on top. And if there are guardrails at all, they're a policy document asking people to be careful.
Bring your providers and your org chart. We'll show you what attribution and enforcement could look like.
unitsense.ai/governance · book 20 minutes at unitsense.ai/book
Part of the UnitSense AI cost platform.
Where did it go, who decided that, and can you stop it — three questions you should be able to answer.
Every AI dollar — API calls, subscriptions, coding agents — attributed to a team, a project, or a person, with limits that stop spend instead of warning about it.
Drill from team to app to model to the individual request. Every request carries its team, project, environment, and full token breakdown.
Set a limit on any dimension — team, project, model, key, person. Choose alert or block. Block means the request is denied at the limit, in the request path — not an email after the fact.
A per-seat subscription looks like a fixed cost. It isn't — it's tokens with a flat price on top. See seats provisioned vs. actually used, idle-seat waste in dollars, estimated value per seat, and where that work goes by project.
Provider invoices checked line-by-line against the ledger — variance in dollars and percent, with a review workflow for every discrepancy.
Estimated monthly savings, surfaced automatically: expensive models on simple tasks, caching opportunities, batch candidates, idle seats.
And your provider's incentive was never your efficiency.
How we connect: LiteLLM · Bifrost · Python SDK · JavaScript SDK · our open-source agent · provider admin APIs · CSV import · invoice ingestion
…and the rest of your stack. Where a vendor exposes usage, we pull it. Where they don't, we ingest the invoice.
We'll show you what attribution and enforcement could look like — built on your providers and your org chart. That's the whole agenda.
Book at unitsense.ai/book
UnitSense is built by AI-infrastructure and platform engineers out of CTDS, previously PLUMgrid.