USE CASE
AI cost monitoring, with the economics visible.
Connect product telemetry, provider data, and revenue so cost drivers are visible before they become a margin issue.
The commercial problem
A provider invoice shows that spend moved. It does not show which product behavior changed, which cohort is affected, or what response is commercially safe.
The economic mechanism
P90 turns observed telemetry into cost-layer attribution, tail comparison, simulations, recommendations, and a human decision trail.
A scenario worth modelling
A retry spike and context growth widen the gap between average and P90 cost. The team can separate the engineering cause from the pricing response before acting.
The p90 workflow
Connect SDK telemetry or a supported source, monitor the live workspace, inspect the causal evidence, and measure the result of an approved intervention.
Product evidence
Live metric snapshots
Cost-layer graph
Anomaly and recommendation links
Implementation and outcome tracking