Every OpenAI call, accounted for.
GPT models power your features; Obsivara tells you what that actually costs and how reliably it runs. Every completion, embedding, and tool call traced with tokens, latency, and dollars attached — and compared against alternatives on your real traffic.
OpenAI, fully observable.
Per-call cost and token accounting
Input tokens, output tokens, cached tokens, and the exact dollar cost of every request — attributed to the workflow, feature, and team that made it.
Latency and error monitoring
P50/P95/P99 latency per model and endpoint, rate-limit tracking, and error classification — so you know when OpenAI is slow versus when your prompts are the problem.
Model comparison on live traffic
See what moving a workload between GPT model tiers would save — measured against your actual production requests, not synthetic benchmarks.
Usage anomaly detection
Spikes in token consumption, runaway retry loops, and prompt-size creep flagged before they show up on your invoice.
Three steps. No code changes.
Add your OpenAI usage source
Connect via API key or point your existing OpenAI SDK traffic through Obsivara's lightweight proxy — no code changes required for the pull-based option.
Obsivara maps your usage
Within minutes you get a live inventory of every model in use, which workflows call it, and what each one costs.
Set budgets and alerts
Define spend thresholds, latency SLOs, and error-rate alerts per workflow. Obsivara watches from there.
Signals tracked out of the box.
- →Tokens per request (input / output / cached)
- →Cost per call, workflow, and day
- →Latency P50 / P95 / P99 by model
- →Rate-limit and quota errors
- →Model + parameter drift between deploys
- →Prompt size creep over time
Common questions.
Does Obsivara need my OpenAI API key?
Only a usage-scoped connection. Obsivara never needs the keys your production workloads use, and it never makes model calls on your behalf.
Will this add latency to my OpenAI calls?
No. The default integration is pull-based and observes usage out-of-band. The optional proxy mode adds single-digit milliseconds if you want real-time interception.
Can I see costs across multiple OpenAI organizations?
Yes. Connect each org and Obsivara consolidates spend, usage, and reliability into one estate-wide view with per-org breakdown.