Voice-of-customer automation (n8n) — Interactive Lab Build | Sana Shahid

n8n pipelines triaging tickets, surveys, and sales notes into themed queues, digest prompts, and escalation rails.

Published: 2026-05-10

Build stats

• 6 — nodes touched in reference flow
• ~2–8s — typical classify hop (batch mode)
• DLQ — always plumbed before prod flip

Highlights

• Normalize early — messy source payloads get easier to govern once they share one schema.
• Confidence scores route doubt on purpose — low-certainty signals go to a human, not a silent default.
• Execution hashes matter later — auditability is cheaper to build in now than to reconstruct after an escalation.