SupportOps AI

RAG-powered support agent with evals, citations, and escalation.

AI: OpenAI | gpt-4.1-mini | text-embedding-3-smallStore: Postgres + pgvector

AI support agent with citations, evals, and escalation

Built a production-style AI support demo that combines retrieval-augmented generation, source citations, deterministic evaluations, and escalation workflows so support answers stay verifiable.

SupportOps AI demonstrates RAG retrieval, source-grounded generation, deterministic evaluations, human-in-the-loop escalation, and operational traces with latency and cost tracking.

RAG + Retrieval ScoringSource CitationsDeterministic EvalsTrace ObservabilityEscalation Queue

Knowledge Articles

11

Indexed Chunks

18

Recent Agent Runs

37

Latest Model

gpt-4.1-mini

Avg Latency

2468 ms

Escalation Rate

29.7%

Open Escalations

11

Live Support Agent Demo

Built this live demo entrypoint so portfolio reviewers can immediately test end-to-end behavior: grounded answer generation, citations, confidence scoring, latency, cost, and escalation outcomes.

Ask a customer support question. The agent returns a source-grounded answer, citations, confidence, latency, cost estimate, and escalation recommendation.