Prompt-level traces, latency heatmaps, provider reliability scores, cost forecasting, and live error feeds. The operational layer for AI systems.
Every call traced end-to-end: prompt, response, tools used, fallback chain, cost.
Search prompts by content, model, key, team, or status. Detect regressions fast.
p50/p95/p99 across providers in real time. SLO tracking and alerts.
Live feed of failovers, rate limit hits, and provider degradations.
Continuous scoring of providers on uptime, latency, and quality.
Live spend, per-feature cost, forecasted monthly burn, and savings from routing.
Heatmaps of model × time × latency × cost to spot anomalies instantly.
Slack, PagerDuty, webhook — alerting on errors, latency, spend, or budget.
Immutable audit of every routing decision and admin action.