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AI integration case · AI baby monitors

CuboAi: Parent care assistant

Model comparison, setup and Wi-Fi help, warranty and returns; verified order lookup; handoff with summary

Tenten CuboAi portfolio page
Screenshot of Tenten’s public portfolio page, showing the existing platform context.

The platform we built

Over half of customers buy on mobile; we delivered a mobile-first redesign, interactive demos and a shorter checkout.

Read the digital project ↗

The work to address

Parents ask about models, setup, support and orders, with different policies across markets. Health and safe-sleep questions need a fixed response boundary.

Who uses this workflow

Prospective and current parents on the website and LINE; the support team takes handoffs

How the agent connects

  1. 01

    Route questions by topic, region and model to approved knowledge.

  2. 02

    Verify identity before order lookup; use reviewed templates for health and safety.

  3. 03

    Send a conversation summary with every human-support handoff.

Dify and system integration

Chatflow classifier; Knowledge filtered by region and model; Shopify order API; Annotation Reply for fixed answers

What stays with people

Health and safe-sleep questions get reviewed templates only; no video data; policies separated by region

What to track

The deck lists tracking criteria; measured improvement figures are not provided.

  • Self-service rate
  • handoff rate
  • after-hours response
  • error rate from audits

Start with one workflow.
Agree on the next step.

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