Multi-Channel Customer Service：把 WhatsApp/Instagram/邮件/评价汇总成统一客服流

解决小团队跨渠道客服响应慢的问题：统一收件箱 + AI 自动回复 + 人工升级规则，实现高频问询自动化处理。

GITHUBDiscovered 2026-02-12Author hesamsheikh

Prerequisites

Business channel credentials are available (WhatsApp Business API, Instagram Graph API, Gmail OAuth, Google Business Profile API).
A business knowledge base exists (service scope, pricing, policies, escalation criteria).

Steps

Connect all channels into one routing surface and preserve source-channel metadata per message.
Define intent classes (FAQ/appointment/complaint/review) and map each class to auto-reply vs human-handoff policy.
Configure response style constraints: language matching, no fabrication beyond knowledge base, business signature on outbound messages.
Enable test mode first (`[TEST]` prefix + log-only) to validate flow without contacting real customers.
Add heartbeat/monitor checks for unanswered messages and queue buildup, then switch selective paths to production.

Commands

openclaw gateway status

openclaw gateway restart

# routing policy snippet: FAQ->auto, complaint->human_review

Verify

In test mode, auto-replies are classified correctly and escalation intents are consistently routed to human review queues.

Caveats

Do not fully automate sensitive intents (refund/legal complaint); keep explicit human approval boundaries.
API policy and throughput differ across Meta/Google integrations; quota and compliance checks are required（需验证）.

Source attribution

This tip is aggregated from community/public sources and preserved with attribution.