Single-agent support workflow with knowledge lookup, escalation routing, and a concise customer response.

Chunk, retrieve, rerank, and answer over internal documents with explicit cost visibility per stage.

Planner, search, synthesis, and verifier agents for research workflows with visible bottlenecks.

Parse changed files, run reviewer and security checks, then produce a structured PR comment.

Classify content risk, branch for human review when needed, and generate policy-safe decisions.

Classify, route, summarize, and draft replies for shared inbox automation.

Compare a candidate answer against a reference, score quality, and generate evaluator notes.

Detect language, translate, localize tone, and quality-check before delivery.