Analytics Service — AI Integration

Status: populated Owner: Platform Engineering Last updated: 2026-04-18

1. Current Usage

None. Analytics aggregation is deterministic SQL — no AI calls in the current scope.

2. Forward-Looking (Not In Scope)

Candidate	Purpose	Notes
Anomaly detection on delivery rates	Automatically flag operator performance degradation before threshold breach	Would query anlyt.operator_performance; inference in a separate service
Cost forecasting	Predict next-period spend per account based on trend	Would require time-series ML model consuming anlyt.account_usage_daily
Capacity planning advisor	Recommend TPS limit adjustments based on observed peak TPS	Outputs to admin-dashboard

If introduced, AI calls must route through ai-gateway-service. No direct vendor SDK imports here.