Observe
Analytics
What agents exist, who owns them, what they touch, how often they are refused, which models and tools they consume, and what it costs. The inventory is built from observed traffic, not from a spreadsheet someone maintains.
The problem
Most organisations cannot name every agent already running inside them. Agents arrive through IDE extensions and side projects, and the first accurate inventory usually arrives with an incident.
Capabilities
How Analytics works
- 01
Inventory from traffic
Agents are discovered by their calls. Ownership gaps are surfaced as a work queue rather than assumed to be complete.
- 02
Refusal analytics
A rising deny rate on one tool is either an attack, a broken agent, or a policy that is too tight. The distinction is visible here and it is the most useful signal the system produces.
- 03
Cost and consumption
Model spend, token volume, and tool call counts attributed per agent, per team, and per environment.
- 04
Runtime health
Latency at each stage of the decision path, hold queue depth, approval turnaround, and policy evaluation time.
In practice
What it looks like
tool calls denied rate Δ 7d─────────────────────────────────────────────────────────fs.read 41,208 312 0.8% +0.1http.request 12,884 410 3.2% +2.7 ▲db.query 8,410 22 0.3% −0.1k8s.apply 184 61 33.2% +0.4slack.post 6,022 3 0.0% 0.0 ▲ http.request denials rose 2.7 points. 88% originate from one agent (agt_2M7T4A) after a tool-result injection flag. Open incident · Inspect runs · Simulate policy changeLimits
What this does not do
- Inventory covers agents whose calls traverse Cirvix. Discovering the ones that do not is what `cirvix scan` is for, and that gap is reported rather than hidden.
- Cost figures are derived from provider pricing and observed token counts. They are an attribution model, close but not a substitute for your provider invoice.
Get started
Let the agents do real work.
Start with the free local scanner — it needs no account and tells you what is already ungoverned on your machine. Move to a governed runtime when you are ready.
Cirvix AgentControl is in private beta. Pricing is published and plans are not yet chargeable — early access confirms your place and we will tell you before anything bills.