Forecast, don't guess
The agent walks your IaC and combines it with live utilization data to project spend at 30, 60, and 90 days. No spreadsheets, no per-team estimation dance.
AI accelerator
Cost Intelligence
An AI agent that watches your infrastructure the way your best SRE would — but at 3 a.m., across every cloud account, with perfect recall of last quarter's traffic patterns.
The problem
Cloud spend visibility is a lagging indicator.
Most FinOps tools tell you what happened last month. That's useful, but the money is already gone. What you need is a system that reads your infrastructure the same way engineers do — as declarative intent plus runtime behavior — and warns you before the invoice arrives.
The approach
Ground truth from your telemetry.
If you're running Pneuma, the agent already has vendor-neutral telemetry to work from. If you're not, it plugs into whatever observability stack you have — the agent is deliberately ecosystem-agnostic.
Capabilities
What it does, exactly.
Right-size from real traffic
Sizing recommendations derive from p99 latency, GC pauses, and traffic shape — not CPU averages. The agent reads the same signals a senior SRE would.
SLO-conscious cost
Every recommendation is annotated with SLO impact. Downsizing a node pool that meets its error budget is a win. Downsizing one at 80% burn is a risk. The agent knows the difference.
Anomaly alerts before the invoice
Spend anomalies land in Slack, Teams, or PagerDuty within an hour of the deviation — not four weeks later when Finance sees the bill.
Cost Intelligence is in closed beta.
Early access is limited to teams already running Pneuma or planning a rollout. Get in touch and we'll walk through fit.
Request early access →