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Admin Dashboard — AI Integration

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

1. Overview

The admin-dashboard does not currently integrate with any AI or LLM service directly. AI capabilities are handled by the ai-gateway-service (where present) and surfaced through backend API responses.

2. Potential Future Touchpoints

FeatureDescriptionStatus
Anomaly detection alertsAI-flagged traffic anomalies surfaced on the dashboardDepends on analytics-service AI features
NL message log searchNatural-language query interface for cross-tenant message logPost-MVP
Operator performance recommendationsAI suggestion on routing rule tuning based on delivery dataResearch phase
Auto-incident summaryLLM-generated summary of system health incidents for runbook integrationPost-MVP

3. Current State

No AI API keys, no LLM SDK imports, no prompt templates exist in this service. The dashboard renders data that backend services may derive using AI/ML models, but the dashboard itself has no direct AI dependency.