cloudzero streaming telemetry
Stop waiting on the bill. Start reading the signal.
AI Telemetry captures AI events the moment they happen, so spend becomes a signal you can act on immediately, not a bill you read a month later.
Capture the signal, not the bill
Billing data records what model was called and how many tokens it consumed. It can’t tell you which feature initiated the call, which customer session it belonged to, or what intent drove the token count. That context lives in telemetry, a separate data plane billing tools can’t reach. CloudZero captures it the moment each event occurs.
- Direct ingestion of AI usage from desktop machines, LLM gateways, and OpenTelemetry streams
- Customer, feature, model, and agent identity joined to every event as it lands
- Full event detail preserved with no sampling or aggregation losses


A cadence for every decision
Cost questions don’t all run on the same clock. An anomaly burning budget needs speed first, even at the cost of completeness. A quarterly margin review needs audit-grade accuracy across every dimension, even if it takes hours to compute. CloudZero provides the best of both worlds by allocating in tiers, so each decision gets exactly what it needs.
- Immediate signals that feed anomaly detection and the agents making spend decisions in real time
- Working answers in minutes for ad-hoc cost questions from engineering and finance
- Full multi-dimensional allocation by end of day, audit-grade accurate and ready for the financial close
Same answer, everywhere decisions happen
Cost data has to show up where decisions get made, not sit in a dashboard waiting to be opened. Whether it’s an engineer picking a model, a finance leader approving a pricing change, or an agent routing a call in production, each decision needs live cost signals the moment it’s made. Streaming telemetry pushes that signal into the tools where work actually gets done, from one signal source, routed to every system where spend decisions happen.
- Cost attribution available in Slack, Jira, executive dashboards, Claude Code, and any MCP-compatible tool
- Cost data that reads like a P&L, not an AI invoice, and updates continuously
- One source of truth for every team and every system making spend decisions

Why CloudZero is different
Real telemetry, not a faster bill
Other solutions start with provider invoices and try to back into context. We start at the event and joinspend to the telemetry that connects each token to the outcome it drove.
Tiered cadence, by design
Anomalies in seconds. Working answers in minutes. Full dimensional allocation in hours. Each cadence engineered for the decision it informs, not a single batch job pretending to be real-time.
Available where work happens
The same cost data feeds engineering tools, executive dashboards, and the runtime systems making spend decisions. One source of truth, no second copy to reconcile.
The financial control plane for AI spend
Every AI dollar. Every outcome. Connected.