Customer Support Agent v2
- Type
- project
- Status
- active
- Visibility
- public
- Updated
- 2026-05-24T04:31:34.094Z
Customer Support Agent v2
Goal
Replace v1 (rule-based zendesk macros) with a retrieval-grounded LLM that handles tier-1 inbound and escalates cleanly via the Incident Response Handoff procedure.
Status
- Index public knowledge base via this vault →
chunks.jsonl(see Use chunks.jsonl as the canonical RAG substrate) - Wire up Claude with
agent-memory mcp --site ./sitefor live read access - Eval suite: 200 historical tickets, target 70% auto-resolve
- Add tone-of-voice constraint per [redacted-link]
- Ship behind feature flag
support_agent_v2
Eval results (last run)
| Cohort | Tickets | Auto-resolve | CSAT |
|---|---|---|---|
| Onboarding | 80 | 78% | 4.6 |
| Billing | 60 | 64% | 4.4 |
| Bugs | 60 | 41% | 4.1 |
Risks
- Public knowledge base is incomplete in the billing area; see Data Pipeline Refactor for the fix.
- Privacy: customers' email addresses arrive in transcripts. We use
--mode redactedfor all chunks we re-index from transcripts (see Separate Private and Public Memory).