Observe: AI Observability Platform

Every other observability tool covers one layer or the other. Application-layer tools show you LLM calls, token counts, and prompt flows. Infrastructure tools show you compute utilization, latency, and cost. Neither shows you both at the same time, which means that when something goes wrong in a production AI system, you are switching between dashboards and guessing at root cause. Observe closes this gap by merging app-layer traceability with infrastructure monitoring into a single unified trace.

Observe is built with Inferdat's infrastructure monitoring layer integrated at the tracing level. This means a single trace can show you the LLM call, the token usage, the model response, the downstream infrastructure performance, and the cost of that specific request, across your infrastructure in one view.

The platform covers: LLM call tracing and response logging, agent step-by-step decision tracing, prompt version tracking, model quality scoring, drift detection across model behavior over time, infrastructure performance metrics per AI workload, cost attribution per request, per user, and per workflow, and alerting when any of these metrics breach configured thresholds.

Observe is available as a standalone subscription with a setup fee plus monthly pricing. It is also included at no additional cost for all customers on the Advance managed service program. For teams already on Advance, this capability is already on.