Year
    2026

    Ecommerce AI Customer Service

    One inbox for every customer message across WhatsApp, Instagram, TikTok, Snapchat, email, and SMS, with an AI agent that answers, escalates, and hands off without dropping context.

    Case Study
    01

    Client

    Ecommerce Client

    02

    Scope of Work

    Omnichannel AI supportWhatsApp / Instagram / TikTok / Snapchat / Email / SMS integrationsLive human takeover with context preservationReal-time agent dashboardIntent classification & escalation routing

    The Challenge

    Ecommerce support was scattered across six different apps. Customers asked the same question on three of them. Agents lost context on every handoff. The team needed one inbox, smart automation, and the ability to step in instantly without breaking the conversation. Customer conversations were split across six apps. Repetitive questions burned agent hours. Context was lost every time a human took over. And there was no single view of who was talking to who.

    The Solution

    One dashboard that pulls in every channel, with an AI agent that understands intent, answers common questions, and escalates the tricky ones. Agents can pause the AI mid-conversation, take over with the full chat history intact, and hand it back to automation without dropping a single message.

    Key Results

    • Six channels unified in one dashboard
    • 90% of routine support automated
    • First-response time down 85%
    • Instant human takeover with zero context loss
    • Centralized monitoring across every conversation
    System Snapshot

    Production Artifacts

    Ecommerce AI Customer Service AI Solution screenshot 1
    Ecommerce AI Customer Service AI Solution screenshot 2
    The Shift.Retrospective

    Shipped end-to-end in 5 weeks. The handoff layer ,pause AI, take over with full context, hand back without losing a message , turned out to be the unlock; everything else is table stakes once you nail that.

    Insights

    Next Engagement

    End of case studies.