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AI Powered Customer Support Triage System

About

The Client

A global eCommerce organization with over 5,000 employees and a high volume of daily customer interactions. Managing more than 10,000 support tickets per day, the organization required a streamlined approach to optimize its support operations using AI customer support automation and intelligent tools.

About

The Project

An advanced AI-powered customer support automation workflow was developed to automate the initial triage of incoming customer support emails. The solution analyzes messages for sentiment, urgency, and topic, then intelligently routes them to the appropriate department. Built on n8n workflow automation platform with OpenAI customer service integration, the system helps reduce response time, increase accuracy, and improve overall efficiency in support ticket triage.


Challenges & Solutions

  • 01

    Manual and Inconsistent Ticket Triage

    Handling a high volume of support tickets manually led to delays and inconsistencies.

    Solution

    • Deployed an email trigger to automatically retrieve unread messages.

    • Implemented logic to extract relevant data (subject and body) from each message for processing. This automated step enhances the support ticket triage process.

  • 02

    Missed High-Priority or Negative Interactions

    Without sentiment analysis, critical or urgent messages often went unnoticed or were delayed.

    Solution

    • Integrated AI to assess sentiment analysis in support systems and urgency in real time using GPT-4.

    • Escalated high-priority or negative queries to a designated internal channel for immediate attention, improving AI customer support automation.

  • 03

    Inefficient Routing Across Departments

    Misrouted tickets caused delays and lowered customer satisfaction.

    Solution

    • Implemented classification logic to tag messages by topic such as Billing, Technical, or Shipping.

    • Automatically routed each ticket to the correct department for resolution, leveraging n8n workflow automation for seamless support ticket triage.

  • 04

    Lack of Acknowledgment and Audit Trail

    Customers received no confirmation that their query was being handled, and support teams lacked traceability.

    Solution

    • Sent custom acknowledgment emails automatically based on sentiment and topic.

    • Logged all ticket actions into integrated systems for full audit visibility, enabling transparent OpenAI customer service integration.

Features of ERP Solutions

  • 01

    Automated Email Processing

    • Continuous fetching of unread support emails for effective AI customer support automation.

    • Intelligent data extraction and classification for streamlined handling and support ticket triage.

  • 02

    AI-Powered Insights

    • Real-time sentiment analysis in support systems and urgency detection using GPT-4 technology.

    • Smart topic labeling to support effective routing and escalation.

  • 03

    Escalation and Communication

    • Immediate escalation of critical tickets to internal teams to ensure rapid response.

    • Custom auto-responses enhance customer engagement and satisfaction.

  • 04

    Integrated Logging and Monitoring

    • Synced with CRM and audit platforms for complete workflow visibility via n8n workflow automation.

    • Webhooks and communication nodes ensure end-to-end system integration with OpenAI customer service integration.

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What value did AllianceTek provide?

    • Faster Response Times: Achieved a 60% improvement in triage and first-response performance through AI customer support automation.

    • Improved Accuracy: Delivered over 90% precision in message classification and sentiment analysis in support systems.

    • Reduced Manual Load: Decreased L1 agent workload by 25%, allowing the team to focus on higher-value tasks by leveraging support ticket triage automation.

    • Enhanced Escalation Efficiency: Enabled timely attention to high-priority issues, improving customer satisfaction with OpenAI customer service integration.

    • Transparent Operations: Maintained complete visibility through automated logging and CRM integration powered by n8n workflow automation.

    • Superior Customer Experience: Provided quick acknowledgment and faster resolutions, strengthening brand trust through AI customer support automation.

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